From 2e07ee2346fe29da0a94a2e047d79ecf0c331de3 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Thu, 1 May 2025 07:42:08 -0700 Subject: [PATCH 01/37] Nightly (#2448) * move float32 * Ensure trust_remote_code propegates down to unsloth_compile_transformers (#2075) * Update _utils.py * Show both `peft_error` and `autoconfig_error`, not just `autoconfig_error` (#2080) When loading a PEFT model fails, only the `autoconfig_error` is shown. Instead of the `peft_error`, which is what really matters when we're trying to load a PEFT adapter, the user will see something like this: ``` RuntimeError: Unrecognized model in my_model. Should have a `model_type` key in its config.json, or contain one of the following strings in its name: albert, align, altclip, ... ``` This PR just changes it so `autoconfig_error` and `peft_error` are both displayed. * fix error message (#2046) * Update vision.py * Update _utils.py * Update pyproject.toml * Update __init__.py * Update __init__.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update rl_replacements.py * Update rl_replacements.py * Update rl_replacements.py * Update rl_replacements.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update rl_replacements.py * Update vision.py * Update rl_replacements.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Remove double generate patch * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update mapper.py * Update vision.py * fix: config.torch_dtype in LlamaModel_fast_forward_inference (#2091) * fix: config.torch_dtype in LlamaModel_fast_forward_inference * Update llama.py * update for consistency --------- Co-authored-by: Daniel Han * versioning * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * model_type_arch * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update loader.py * check * Update _utils.py * Update loader.py * Update loader.py * Remove prints * Update README.md typo * Update _utils.py * Update _utils.py * versioning * Update _utils.py * Update _utils.py * Update _utils.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update vision.py * HF Transfer * fix(utils): add missing importlib import to fix NameError (#2134) This commit fixes a NameError that occurs when `importlib` is referenced in _utils.py without being imported, especially when UNSLOTH_USE_MODELSCOPE=1 is enabled. By adding the missing import statement, the code will no longer throw a NameError. * Add QLoRA Train and Merge16bit Test (#2130) * add reference and unsloth lora merging tests * add test / dataset printing to test scripts * allow running tests from repo root * add qlora test readme * more readme edits * ruff formatting * additional readme comments * forgot to add actual tests * add apache license * Update pyproject.toml * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update loader.py * Update loader.py * Revert * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Bug fix * Update mapper.py * check SDPA for Mistral 3, Pixtral * Update vision.py * Versioning * Update rl_replacements.py * Update README.md * add model registry * move hf hub utils to unsloth/utils * refactor global model info dicts to dataclasses * fix dataclass init * fix llama registration * remove deprecated key function * start registry reog * add llama vision * quant types -> Enum * remap literal quant types to QuantType Enum * add llama model registration * fix quant tag mapping * add qwen2.5 models to registry * add option to include original model in registry * handle quant types per model size * separate registration of base and instruct llama3.2 * add QwenQVQ to registry * add gemma3 to registry * add phi * add deepseek v3 * add deepseek r1 base * add deepseek r1 zero * add deepseek distill llama * add deepseek distill models * remove redundant code when constructing model names * add mistral small to registry * rename model registration methods * rename deepseek registration methods * refactor naming for mistral and phi * add global register models * refactor model registration tests for new registry apis * add model search method * remove deprecated registration api * add quant type test * add registry readme * make llama registration more specific * clear registry when executing individual model registration file * more registry readme updates * Update _auto_install.py * Llama4 * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Synthetic data * Update mapper.py * Xet and Synthetic * Update synthetic.py * Update loader.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update pyproject.toml * Delete .gitignore * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update synthetic.py * Update _utils.py * Update pyproject.toml * Update synthetic.py * Update synthetic.py --------- Co-authored-by: Xander Hawthorne <167850078+CuppaXanax@users.noreply.github.com> Co-authored-by: Isaac Breen Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: lurf21 <93976703+lurf21@users.noreply.github.com> Co-authored-by: Jack Shi Wei Lun <87535974+jackswl@users.noreply.github.com> Co-authored-by: naliazheli Co-authored-by: jeromeku Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> --- pyproject.toml | 4 +-- unsloth/dataprep/synthetic.py | 67 +++++++++++++++++++++-------------- unsloth/models/_utils.py | 2 +- 3 files changed, 44 insertions(+), 29 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 2b258ba4cf..6866317fb0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,7 +37,7 @@ triton = [ ] huggingface = [ - "unsloth_zoo>=2025.4.3", + "unsloth_zoo>=2025.4.4", "packaging", "tyro", "transformers>=4.46.1,!=4.47.0", @@ -351,7 +351,7 @@ colab-ampere-torch220 = [ "flash-attn>=2.6.3", ] colab-new = [ - "unsloth_zoo>=2025.4.3", + "unsloth_zoo>=2025.4.4", "packaging", "tyro", "transformers>=4.46.1,!=4.47.0", diff --git a/unsloth/dataprep/synthetic.py b/unsloth/dataprep/synthetic.py index 2f4a85f143..100044b54b 100644 --- a/unsloth/dataprep/synthetic.py +++ b/unsloth/dataprep/synthetic.py @@ -18,13 +18,16 @@ __all__ = [ import subprocess import time import os +os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1" import requests import torch import gc import time -from unsloth_zoo.vllm_utils import load_vllm -from transformers import AutoConfig, AutoTokenizer -import signal +from unsloth_zoo.vllm_utils import ( + load_vllm, + patch_vllm, +) +import numpy as np from .synthetic_configs import ( synthetic_qa_config, @@ -51,6 +54,7 @@ class SyntheticDataKit: self.model_name = model_name self.max_seq_length = max_seq_length + from transformers import AutoConfig, AutoTokenizer self.config = AutoConfig.from_pretrained( model_name, token = token, @@ -59,6 +63,7 @@ class SyntheticDataKit: model_name, token = token, ) + patch_vllm() engine_args = load_vllm( model_name = model_name, config = self.config, @@ -69,23 +74,23 @@ class SyntheticDataKit: conservativeness = conservativeness, return_args = True, enable_lora = False, + use_bitsandbytes = False, **kwargs, ) if "device" in engine_args: del engine_args["device"] if "model" in engine_args: del engine_args["model"] - if "compilation_config" in engine_args: del engine_args["compilation_config"] subprocess_commands = [ "vllm", "serve", str(model_name), ] for key, value in engine_args.items(): flag = key.replace("_", "-") - which = str(value).lower().replace("torch.", "") - if which == "true": + which = str(value).replace("torch.", "") + if which == "True": # Ignore --enforce-eager True subprocess_commands += ["--" + flag,] - elif which == "false": + elif which == "False": # Ignore flag pass else: @@ -190,34 +195,42 @@ class SyntheticDataKit: def __exit__(self, *exc): self.cleanup() def __del__(self): self.cleanup() - def truncate(self, filename = None): - # Truncates by summary and max generation + def chunk_data(self, filename = None): + # Chunks data by max tokens and generation length assert(filename is not None) assert(os.path.exists(filename)) assert(hasattr(self, "tokenizer")) + if not hasattr(self, "max_seq_length"): + raise RuntimeError("Please use SynthetidDataKit.from_pretrained(...) first!") + if not hasattr(self, "overlap") or not hasattr(self, "max_generation_tokens"): + raise RuntimeError("Please use prepare_qa_generation first!") with open(filename, "r") as f: text = f.read() - max_tokens = self.max_seq_length - self.max_generation_tokens*2 - 2 - input_ids = self.tokenizer(text).input_ids - length = len(text) - original_length = len(text) - original_n_tokens = len(input_ids) + max_tokens = self.max_seq_length - self.max_generation_tokens*2 - 128 # -128 to reduce errors + if max_tokens <= 5: + raise RuntimeError("Generation length is way too long!") + input_ids = self.tokenizer(text, add_special_tokens = False).input_ids - if len(input_ids) > max_tokens: - # Will fix later, but for now we simply naively truncate by ratios - length = original_length - while True: - input_ids = self.tokenizer(text[:length]).input_ids - if len(input_ids) < max_tokens or length == 0: break - length = length * (max_tokens/len(input_ids)) - length = max(int(length), 0) - pass - print(f"Unsloth: Will truncate your data which has {original_n_tokens} tokens to {len(input_ids)} tokens.") + # Get left and right boundaries + length = len(input_ids) + n_chunks = int(np.ceil(length / (max_tokens - self.overlap))) + boundaries = np.ceil(np.linspace(0, length - self.overlap, n_chunks)).astype(int) + boundaries = np.stack((boundaries[:-1], (boundaries + self.overlap)[1:])).T + boundaries = np.minimum(boundaries, length).tolist() - with open(filename, "w") as f: f.write(text[:length]) + # Get extension of filename like .txt + filename, extension = os.path.splitext(filename) + if filename.endswith("/"): filename = filename[:-1] + + all_filenames = [] + for i, (left, right) in enumerate(boundaries): + chunked_text = self.tokenizer.decode(input_ids[left : right]) + new_filename = f"{filename}_{i}{extension}" + all_filenames.append(new_filename) + with open(new_filename, "w") as f: f.write(chunked_text) pass - return filename, length + return all_filenames pass def prepare_qa_generation( @@ -258,5 +271,7 @@ class SyntheticDataKit: .replace("{cleanup_temperature}", str(cleanup_temperature)) with open("synthetic_data_kit_config.yaml", "w") as f: f.write(config) + + self.overlap = overlap pass pass diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index ed8a2ade64..d3b8969ba6 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2025.4.3" +__version__ = "2025.4.4" __all__ = [ "SUPPORTS_BFLOAT16", From 43115edaa462d94fa70bd9abb4e49da101c907e1 Mon Sep 17 00:00:00 2001 From: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Date: Thu, 1 May 2025 22:52:42 -0700 Subject: [PATCH 02/37] Update README.md Qwen3 notebook --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f3af0ee7dc..78deec1f06 100644 --- a/README.md +++ b/README.md @@ -22,13 +22,13 @@ Notebooks are beginner friendly. Read our [guide](https://docs.unsloth.ai/get-st | Unsloth supports | Free Notebooks | Performance | Memory use | |-----------|---------|--------|----------| +| **Qwen 3 (14B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Alpaca.ipynb) | 2x faster | 70% less | | **GRPO (R1 reasoning)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-GRPO.ipynb) | 2x faster | 80% less | | **Gemma 3 (4B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb) | 1.6x faster | 60% less | | **Llama 3.2 (3B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(1B_and_3B)-Conversational.ipynb) | 2x faster | 70% less | | **Phi-4 (14B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Phi_4-Conversational.ipynb) | 2x faster | 70% less | | **Llama 3.2 Vision (11B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb) | 2x faster | 50% less | | **Llama 3.1 (8B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-Alpaca.ipynb) | 2x faster | 70% less | -| **Qwen 2.5 (7B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen2.5_(7B)-Alpaca.ipynb) | 2x faster | 70% less | | **Mistral v0.3 (7B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-Conversational.ipynb) | 2.2x faster | 75% less | | **Ollama** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3_(8B)-Ollama.ipynb) | 1.9x faster | 60% less | | **DPO Zephyr** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Zephyr_(7B)-DPO.ipynb) | 1.9x faster | 50% less | From 28a942b430b9130f311f8b4434a398c9e4043085 Mon Sep 17 00:00:00 2001 From: cblomert Date: Fri, 2 May 2025 12:07:37 +0200 Subject: [PATCH 03/37] Added k_norm & q_norm to merged Qwen3 layers (#2452) --- unsloth/save.py | 1 + 1 file changed, 1 insertion(+) diff --git a/unsloth/save.py b/unsloth/save.py index e3eece6cca..578f2b49a1 100644 --- a/unsloth/save.py +++ b/unsloth/save.py @@ -70,6 +70,7 @@ LLAMA_WEIGHTS = ( LLAMA_LAYERNORMS = ( "input_layernorm", "post_attention_layernorm", "pre_feedforward_layernorm", "post_feedforward_layernorm", + "self_attn.q_norm", "self_attn.k_norm", ) # https://github.com/ggerganov/llama.cpp/blob/master/examples/quantize/quantize.cpp#L19 From 3b401f8317b0ef1f7876068ab96d4d1ed7f96642 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 03:09:44 -0700 Subject: [PATCH 04/37] Qwen 3 --- unsloth/models/llama4.py | 4 +- unsloth/models/qwen3.py | 99 ++-------------------------------------- 2 files changed, 5 insertions(+), 98 deletions(-) diff --git a/unsloth/models/llama4.py b/unsloth/models/llama4.py index 9818b3db04..f429922268 100644 --- a/unsloth/models/llama4.py +++ b/unsloth/models/llama4.py @@ -12,5 +12,5 @@ # See the License for the specific language governing permissions and # limitations under the License. -from unsloth_studio.models import patch_llama4 -patch_llama4() +# from unsloth_studio.models import patch_llama4 +# patch_llama4() diff --git a/unsloth/models/qwen3.py b/unsloth/models/qwen3.py index c0ceefd10c..ac3ac108fb 100644 --- a/unsloth/models/qwen3.py +++ b/unsloth/models/qwen3.py @@ -15,6 +15,7 @@ from .llama import * import os from ._utils import __version__ +from unsloth_zoo.utils import Version, _get_dtype from .llama import ( LlamaRotaryEmbedding, LlamaLinearScalingRotaryEmbedding, @@ -28,7 +29,6 @@ try: Qwen3ForCausalLM, ) except: - from packaging.version import Version transformers_version = Version(transformers_version) if not transformers_version >= Version("4.50.3"): #TODO: Update when transformers is updated raise ImportError( @@ -51,7 +51,6 @@ except: Qwen3SdpaAttention = Qwen3Attention Qwen3FlashAttention2 = Qwen3Attention pass -from unsloth_zoo.utils import Version, _get_dtype def Qwen3Attention_fast_forward( @@ -286,8 +285,8 @@ def Qwen3Attention_fast_forward_inference( Kn = Kn.view(bsz, 1, n_kv_heads, head_dim)#.transpose(1, 2) # we will transpose after normalisation Vn = Vn.view(bsz, 1, n_kv_heads, head_dim).transpose(1, 2) - Qn = fast_rms_layernorm(self.q_norm, Qn) - Kn = fast_rms_layernorm(self.k_norm, Kn) + Qn = fast_rms_layernorm_inference(self.q_norm, Qn) + Kn = fast_rms_layernorm_inference(self.k_norm, Kn) Qn = Qn.transpose(1, 2) Kn = Kn.transpose(1, 2) @@ -368,98 +367,6 @@ def Qwen3Attention_fast_forward_inference( return A, (Kn, Vn) pass -# def Qwen3Model_fast_forward_inference( -# self, -# input_ids, -# past_key_values, -# position_ids, -# attention_mask = None, -# ): -# input_ids = input_ids[:,:self.max_seq_length] -# bsz, q_len = input_ids.shape -# hd = self.config.hidden_size -# mlp_size = self.config.intermediate_size - -# X = self.model.embed_tokens(input_ids) -# X = X.to(_get_dtype(self.config.torch_dtype)) -# bsz, q_len, hd = X.shape -# assert(q_len == 1) -# # Get saved buffers to reduce memory movement -# residual = torch.empty((bsz, q_len, hd), dtype = torch.float32, device = "cuda:0") -# _XX = torch.empty((2, bsz, q_len, hd), dtype = torch.float32, device = "cuda:0") -# XX, XX2 = _XX[0], _XX[1] -# variance = torch.empty((bsz, q_len, 1), dtype = torch.float32, device = "cuda:0") -# temp_mlp = torch.empty((2, bsz, 1, mlp_size), dtype = X.dtype, device = "cuda:0") -# temp_gate, temp_up = temp_mlp[0], temp_mlp[1] - -# seq_len = past_key_values[0][0].shape[-2] -# if bsz != 1: -# attention_mask = _prepare_4d_causal_attention_mask_for_sdpa( -# attention_mask, -# (bsz, q_len), -# X, -# seq_len, -# sliding_window = getattr(self.config, "sliding_window", None), -# ) -# else: -# attention_mask = None -# pass - -# next_decoder_cache = [] - -# for idx, decoder_layer in enumerate(self.model.layers): -# residual.copy_(X) # residual = X -# X = fast_rms_layernorm_inference( -# decoder_layer.input_layernorm, -# X, -# XX = XX, -# XX2 = XX2, -# variance = variance, -# ) -# X, present_key_value = Qwen3Attention_fast_forward_inference( -# decoder_layer.self_attn, -# hidden_states = X, -# past_key_value = past_key_values[idx], -# position_ids = position_ids, -# attention_mask = attention_mask, -# do_prefill = not hasattr(decoder_layer.self_attn, "paged_attention"), -# ) -# X += residual - -# residual.copy_(X) # residual = X -# X = fast_rms_layernorm_inference( -# decoder_layer.post_attention_layernorm, -# X, -# XX = XX, -# XX2 = XX2, -# variance = variance, -# ) -# X = fast_swiglu_inference( -# decoder_layer.mlp, -# X, -# temp_gate = temp_gate, -# temp_up = temp_up, -# ) -# X += residual - -# next_decoder_cache.append(present_key_value) -# pass -# X = fast_rms_layernorm_inference( -# self.model.norm, -# X, -# XX = XX, -# XX2 = XX2, -# variance = variance, -# ) - -# return BaseModelOutputWithPast( -# last_hidden_state = X, -# past_key_values = next_decoder_cache, -# hidden_states = [], -# attentions = [], -# ) -# pass - class FastQwen3Model(FastLlamaModel): @staticmethod From 03e7509c5974d213641921a2e6e561eb4c4acf47 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 03:43:44 -0700 Subject: [PATCH 05/37] Update __init__.py --- unsloth/__init__.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/unsloth/__init__.py b/unsloth/__init__.py index c326bfe9cb..6fadac2c4e 100644 --- a/unsloth/__init__.py +++ b/unsloth/__init__.py @@ -60,6 +60,9 @@ os.environ["PYTORCH_CUDA_ALLOC_CONF"] = \ if "HF_HUB_ENABLE_HF_TRANSFER" not in os.environ: os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1" pass +if "HF_XET_HIGH_PERFORMANCE" not in os.environ: + os.environ["HF_XET_HIGH_PERFORMANCE"] = "1" +pass # Log Unsloth is being used os.environ["UNSLOTH_IS_PRESENT"] = "1" From 90935a7106f71fb334915f538c3c583ab02e6581 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 04:23:53 -0700 Subject: [PATCH 06/37] Remove hf_xet warning --- unsloth/__init__.py | 3 --- unsloth/models/_utils.py | 7 +++++++ 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/unsloth/__init__.py b/unsloth/__init__.py index 6fadac2c4e..c326bfe9cb 100644 --- a/unsloth/__init__.py +++ b/unsloth/__init__.py @@ -60,9 +60,6 @@ os.environ["PYTORCH_CUDA_ALLOC_CONF"] = \ if "HF_HUB_ENABLE_HF_TRANSFER" not in os.environ: os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1" pass -if "HF_XET_HIGH_PERFORMANCE" not in os.environ: - os.environ["HF_XET_HIGH_PERFORMANCE"] = "1" -pass # Log Unsloth is being used os.environ["UNSLOTH_IS_PRESENT"] = "1" diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index d3b8969ba6..1099c81e26 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -190,6 +190,13 @@ try: except: pass +# Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. +try: + from huggingface_hub.file_download import logger as hub_logger + hub_logger.addFilter(HideLoggingMessage("hf_xet")) + del hub_logger +except: + pass # Patch get_model_param_count to record correct 4bit / 8bit from transformers.trainer_pt_utils import is_deepspeed_zero3_enabled From 5510563417f01c4a94ae45ace80d18bb63ce939e Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 05:05:09 -0700 Subject: [PATCH 07/37] Versioning --- unsloth/models/_utils.py | 2 +- unsloth/models/mapper.py | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index 1099c81e26..c092c4b23a 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2025.4.4" +__version__ = "2025.4.5" __all__ = [ "SUPPORTS_BFLOAT16", diff --git a/unsloth/models/mapper.py b/unsloth/models/mapper.py index 438f6fbb07..9f84b1c5d8 100644 --- a/unsloth/models/mapper.py +++ b/unsloth/models/mapper.py @@ -763,10 +763,9 @@ __INT_TO_FLOAT_MAPPER = \ "Qwen/Qwen3-14B", "unsloth/Qwen3-14B-bnb-4bit", ), - "unsloth/Qwen3-32B-unsloth-bnb-4bit" : ( + "unsloth/Qwen3-32B-bnb-4bit" : ( "unsloth/Qwen3-32B", "Qwen/Qwen3-32B", - "unsloth/Qwen3-32B-bnb-4bit", ), "unsloth/Qwen3-30B-A3B-bnb-4bit" : ( "unsloth/Qwen3-30B-A3B", From fbc76fe7a9670d2949d8c749235370364cfc580c Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 06:26:43 -0700 Subject: [PATCH 08/37] Update mapper.py --- unsloth/models/mapper.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/unsloth/models/mapper.py b/unsloth/models/mapper.py index 9f84b1c5d8..b3a78346ee 100644 --- a/unsloth/models/mapper.py +++ b/unsloth/models/mapper.py @@ -767,10 +767,6 @@ __INT_TO_FLOAT_MAPPER = \ "unsloth/Qwen3-32B", "Qwen/Qwen3-32B", ), - "unsloth/Qwen3-30B-A3B-bnb-4bit" : ( - "unsloth/Qwen3-30B-A3B", - "Qwen/Qwen3-30B-A3B", - ), "unsloth/Qwen3-0.6B-Base-unsloth-bnb-4bit" : ( "unsloth/Qwen3-0.6B-Base", "Qwen/Qwen3-0.6B-Base", From 6a6c213c3e845a437cfa2261bfd9599364b1fb54 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 07:18:33 -0700 Subject: [PATCH 09/37] Qwen3 bug fixes --- unsloth/models/llama.py | 2 ++ unsloth/models/loader_utils.py | 11 +++++++++++ unsloth/models/mapper.py | 8 +++++++- 3 files changed, 20 insertions(+), 1 deletion(-) diff --git a/unsloth/models/llama.py b/unsloth/models/llama.py index 2b07e5f1fe..65c7334f51 100644 --- a/unsloth/models/llama.py +++ b/unsloth/models/llama.py @@ -23,6 +23,7 @@ from ._utils import __version__ from torch.nn.functional import scaled_dot_product_attention from transformers import __version__ as transformers_version from unsloth_zoo.utils import Version, _get_dtype +from unsloth_zoo.peft_utils import SKIP_QUANTIZATION_MODULES transformers_version = Version(transformers_version) # Transformers moved rotary embeddings out of all attention layers IS_ATTENTION_REFACTOR = transformers_version > Version("4.47.1") @@ -1771,6 +1772,7 @@ class FastLlamaModel: bnb_4bit_use_double_quant = True, bnb_4bit_quant_type = "nf4", bnb_4bit_compute_dtype = dtype, + llm_int8_skip_modules = SKIP_QUANTIZATION_MODULES.copy(), ) pass diff --git a/unsloth/models/loader_utils.py b/unsloth/models/loader_utils.py index e3eadd8c0f..ee389b733f 100644 --- a/unsloth/models/loader_utils.py +++ b/unsloth/models/loader_utils.py @@ -19,6 +19,12 @@ from transformers import __version__ as transformers_version transformers_version = Version(transformers_version) SUPPORTS_FOURBIT = transformers_version >= Version("4.37") +BAD_MAPPINGS = \ +{ + "unsloth/qwen3-32B-unsloth-bnb-4bit" : "unsloth/Qwen3-32B-bnb-4bit", # 32B dynamic quant is way too big + "unsloth/qwen3-30B-A3B-unsloth-bnb-4bit" : "unsloth/qwen3-30B-A3B", # HF loads MoEs too slowly + "unsloth/qwen3-30B-A3B-bnb-4bit" : "unsloth/qwen3-30B-A3B", # We rather do it on the fly +} def __get_model_name( model_name, @@ -102,6 +108,11 @@ def get_model_name(model_name, load_in_4bit = True): FLOAT_TO_INT_MAPPER = FLOAT_TO_INT_MAPPER, MAP_TO_UNSLOTH_16bit = MAP_TO_UNSLOTH_16bit, ) + # In the rare case, we convert bad model names to other names + # For eg too large dynamic quants or MoEs + if new_model_name.lower() in BAD_MAPPINGS: + new_model_name = BAD_MAPPINGS[new_model_name.lower()] + if new_model_name is None and model_name.count("/") == 1 and model_name[0].isalnum(): # Try checking if a new Unsloth version allows it! NEW_INT_TO_FLOAT_MAPPER, NEW_FLOAT_TO_INT_MAPPER, NEW_MAP_TO_UNSLOTH_16bit = _get_new_mapper() diff --git a/unsloth/models/mapper.py b/unsloth/models/mapper.py index b3a78346ee..d723fc4bd6 100644 --- a/unsloth/models/mapper.py +++ b/unsloth/models/mapper.py @@ -763,9 +763,15 @@ __INT_TO_FLOAT_MAPPER = \ "Qwen/Qwen3-14B", "unsloth/Qwen3-14B-bnb-4bit", ), - "unsloth/Qwen3-32B-bnb-4bit" : ( + "unsloth/Qwen3-32B-unsloth-bnb-4bit" : ( "unsloth/Qwen3-32B", "Qwen/Qwen3-32B", + "unsloth/Qwen3-32B-bnb-4bit", + ), + "unsloth/Qwen3-30B-A3B-unsloth-bnb-4bit" : ( + "unsloth/Qwen3-30B-A3B", + "Qwen/Qwen3-30B-A3B", + "unsloth/Qwen3-30B-A3B-bnb-4bit", ), "unsloth/Qwen3-0.6B-Base-unsloth-bnb-4bit" : ( "unsloth/Qwen3-0.6B-Base", From 4a54ed82881da9be1e773a58cbd2e563ead7af98 Mon Sep 17 00:00:00 2001 From: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Date: Fri, 2 May 2025 09:06:57 -0700 Subject: [PATCH 10/37] Update README.md --- README.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 78deec1f06..6910ce97ce 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ Notebooks are beginner friendly. Read our [guide](https://docs.unsloth.ai/get-st | Unsloth supports | Free Notebooks | Performance | Memory use | |-----------|---------|--------|----------| -| **Qwen 3 (14B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Alpaca.ipynb) | 2x faster | 70% less | +| **Qwen3 (14B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Reasoning-Conversational.ipynb) | 2x faster | 70% less | | **GRPO (R1 reasoning)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-GRPO.ipynb) | 2x faster | 80% less | | **Gemma 3 (4B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb) | 1.6x faster | 60% less | | **Llama 3.2 (3B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(1B_and_3B)-Conversational.ipynb) | 2x faster | 70% less | @@ -46,6 +46,8 @@ pip install unsloth For Windows install instructions, see [here](https://docs.unsloth.ai/get-started/installing-+-updating/windows-installation). ## 🦥 Unsloth.ai News +- 📣 NEW! **[Qwen3](https://docs.unsloth.ai/basics/qwen3-how-to-run-and-fine-tune)** is now supported! Qwen3-30B-A3B fits on 17.5GB VRAM. +- 📣 NEW! Introducing **[Dynamic 2.0](https://docs.unsloth.ai/basics/unsloth-dynamic-2.0-ggufs)** quants that set new benchmarks on 5-shot MMLU & KL Divergence. - 📣 NEW! **[Llama 4](https://unsloth.ai/blog/llama4)**, Meta's latest models including Scout & Maverick are now supported. - 📣 NEW! [**EVERYTHING** is now supported](https://unsloth.ai/blog/gemma3#everything) incuding: FFT, ALL models (Mixtral, MOE, Cohere, Mamba) and all training algorithms (KTO, DoRA) etc. MultiGPU support coming very soon. To enable full-finetuning, set ```full_finetuning = True``` and for 8-bit finetuning, set ```load_in_8bit = True``` @@ -97,6 +99,10 @@ You can also see our documentation for more detailed installation and updating i ``` pip install unsloth ``` +**To update Unsloth:** +``` +pip install --upgrade --force-reinstall --no-cache-dir unsloth unsloth_zoo +``` See [here](https://github.com/unslothai/unsloth/edit/main/README.md#advanced-pip-installation) for advanced pip install instructions. ### Windows Installation > [!warning] From 5e51d532199f7a738541f50ac508b46b83bf98bb Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 09:44:01 -0700 Subject: [PATCH 11/37] Fix Qwen 3 mapping --- unsloth/models/_utils.py | 2 +- unsloth/models/loader_utils.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index c092c4b23a..cd8dd6d0de 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2025.4.5" +__version__ = "2025.4.6" __all__ = [ "SUPPORTS_BFLOAT16", diff --git a/unsloth/models/loader_utils.py b/unsloth/models/loader_utils.py index ee389b733f..49baae55df 100644 --- a/unsloth/models/loader_utils.py +++ b/unsloth/models/loader_utils.py @@ -21,9 +21,9 @@ SUPPORTS_FOURBIT = transformers_version >= Version("4.37") BAD_MAPPINGS = \ { - "unsloth/qwen3-32B-unsloth-bnb-4bit" : "unsloth/Qwen3-32B-bnb-4bit", # 32B dynamic quant is way too big - "unsloth/qwen3-30B-A3B-unsloth-bnb-4bit" : "unsloth/qwen3-30B-A3B", # HF loads MoEs too slowly - "unsloth/qwen3-30B-A3B-bnb-4bit" : "unsloth/qwen3-30B-A3B", # We rather do it on the fly + "unsloth/qwen3-32B-unsloth-bnb-4bit".lower() : "unsloth/Qwen3-32B-bnb-4bit".lower(), # 32B dynamic quant is way too big + "unsloth/qwen3-30B-A3B-unsloth-bnb-4bit".lower() : "unsloth/qwen3-30B-A3B".lower(), # HF loads MoEs too slowly + "unsloth/qwen3-30B-A3B-bnb-4bit".lower() : "unsloth/qwen3-30B-A3B".lower(), # We rather do it on the fly } def __get_model_name( From 3857e6719239a3e9f42052013da4c259bfa86c89 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 14:06:14 -0700 Subject: [PATCH 12/37] Bug fix --- unsloth/models/_utils.py | 2 +- unsloth/models/loader_utils.py | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index cd8dd6d0de..cef886e9a4 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2025.4.6" +__version__ = "2025.4.7" __all__ = [ "SUPPORTS_BFLOAT16", diff --git a/unsloth/models/loader_utils.py b/unsloth/models/loader_utils.py index 49baae55df..db81b5c5c6 100644 --- a/unsloth/models/loader_utils.py +++ b/unsloth/models/loader_utils.py @@ -110,7 +110,8 @@ def get_model_name(model_name, load_in_4bit = True): ) # In the rare case, we convert bad model names to other names # For eg too large dynamic quants or MoEs - if new_model_name.lower() in BAD_MAPPINGS: + if new_model_name is not None and type(new_model_name) is str and \ + new_model_name.lower() in BAD_MAPPINGS: new_model_name = BAD_MAPPINGS[new_model_name.lower()] if new_model_name is None and model_name.count("/") == 1 and model_name[0].isalnum(): From 9e4b1ef70c710811c97cb599d3689562e6b2112a Mon Sep 17 00:00:00 2001 From: Mathew Mathew Date: Fri, 2 May 2025 21:40:15 -0500 Subject: [PATCH 13/37] the pixtral vision notebook fails during inferenc with unused kwargs token_type_ids. This fixes the error --- unsloth/models/vision.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/unsloth/models/vision.py b/unsloth/models/vision.py index d212c224be..cadfed9430 100644 --- a/unsloth/models/vision.py +++ b/unsloth/models/vision.py @@ -112,6 +112,11 @@ def unsloth_base_fast_generate( arch = self.config.architectures[0] # Remove token_type_ids - WRONG for Gemma 3 since bidirectional attention + if hasattr(self, "generate") and hasattr(self, "forward"): + # did not combine with below since self might not have model + keys = inspect.signature(self.forward).parameters.keys() + if "token_type_ids" not in keys: + kwargs.pop("token_type_ids", None) # kwargs.pop("token_type_ids", None) # VLMs do not allow logits_to_keep From 1050117310a1ccaf21a9b69ba27f6e23af0a7e90 Mon Sep 17 00:00:00 2001 From: jeromeku Date: Fri, 2 May 2025 20:59:23 -0700 Subject: [PATCH 14/37] MoE Kernel (#2465) * add moe grouped gemm kernel * add benchmark, README * remove formatting from __init__.py --- .gitignore | 175 +++ unsloth/__init__.py | 2 +- unsloth/kernels/moe/LICENSE | 661 +++++++++ unsloth/kernels/moe/README.md | 72 + unsloth/kernels/moe/__init__.py | 0 .../moe/benchmark/benchmark_fused_moe.py | 297 ++++ unsloth/kernels/moe/benchmark/utils.py | 143 ++ unsloth/kernels/moe/grouped_gemm/__init__.py | 0 unsloth/kernels/moe/grouped_gemm/interface.py | 965 +++++++++++++ .../moe/grouped_gemm/kernels/__init__.py | 0 .../moe/grouped_gemm/kernels/autotuning.py | 393 ++++++ .../moe/grouped_gemm/kernels/backward.py | 499 +++++++ .../moe/grouped_gemm/kernels/forward.py | 262 ++++ .../moe/grouped_gemm/kernels/tuning.py | 274 ++++ .../moe/grouped_gemm/reference/__init__.py | 0 .../moe/grouped_gemm/reference/moe_block.py | 158 +++ .../moe/grouped_gemm/reference/moe_ops.py | 335 +++++ unsloth/kernels/moe/requirements.txt | 5 + unsloth/kernels/moe/tests/__init__.py | 0 unsloth/kernels/moe/tests/common.py | 333 +++++ unsloth/kernels/moe/tests/moe_utils.py | 505 +++++++ .../kernels/moe/tests/run_qwen3_moe_tests.sh | 35 + .../kernels/moe/tests/test_grouped_gemm.py | 1204 +++++++++++++++++ unsloth/kernels/moe/tests/test_qwen3_moe.py | 267 ++++ 24 files changed, 6584 insertions(+), 1 deletion(-) create mode 100644 .gitignore create mode 100644 unsloth/kernels/moe/LICENSE create mode 100644 unsloth/kernels/moe/README.md create mode 100644 unsloth/kernels/moe/__init__.py create mode 100644 unsloth/kernels/moe/benchmark/benchmark_fused_moe.py create mode 100644 unsloth/kernels/moe/benchmark/utils.py create mode 100644 unsloth/kernels/moe/grouped_gemm/__init__.py create mode 100644 unsloth/kernels/moe/grouped_gemm/interface.py create mode 100644 unsloth/kernels/moe/grouped_gemm/kernels/__init__.py create mode 100644 unsloth/kernels/moe/grouped_gemm/kernels/autotuning.py create mode 100644 unsloth/kernels/moe/grouped_gemm/kernels/backward.py create mode 100644 unsloth/kernels/moe/grouped_gemm/kernels/forward.py create mode 100644 unsloth/kernels/moe/grouped_gemm/kernels/tuning.py create mode 100644 unsloth/kernels/moe/grouped_gemm/reference/__init__.py create mode 100644 unsloth/kernels/moe/grouped_gemm/reference/moe_block.py create mode 100644 unsloth/kernels/moe/grouped_gemm/reference/moe_ops.py create mode 100644 unsloth/kernels/moe/requirements.txt create mode 100644 unsloth/kernels/moe/tests/__init__.py create mode 100644 unsloth/kernels/moe/tests/common.py create mode 100644 unsloth/kernels/moe/tests/moe_utils.py create mode 100755 unsloth/kernels/moe/tests/run_qwen3_moe_tests.sh create mode 100644 unsloth/kernels/moe/tests/test_grouped_gemm.py create mode 100644 unsloth/kernels/moe/tests/test_qwen3_moe.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000..014a60a024 --- /dev/null +++ b/.gitignore @@ -0,0 +1,175 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# UV +# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +#uv.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/latest/usage/project/#working-with-version-control +.pdm.toml +.pdm-python +.pdm-build/ + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +# Ruff stuff: +.ruff_cache/ + +# PyPI configuration file +.pypirc +.vscode diff --git a/unsloth/__init__.py b/unsloth/__init__.py index c326bfe9cb..5daddbfbc1 100644 --- a/unsloth/__init__.py +++ b/unsloth/__init__.py @@ -225,4 +225,4 @@ from .tokenizer_utils import * from .trainer import * # Patch TRL trainers for backwards compatibility -_patch_trl_trainer() +_patch_trl_trainer() \ No newline at end of file diff --git a/unsloth/kernels/moe/LICENSE b/unsloth/kernels/moe/LICENSE new file mode 100644 index 0000000000..29ebfa545f --- /dev/null +++ b/unsloth/kernels/moe/LICENSE @@ -0,0 +1,661 @@ + GNU AFFERO GENERAL PUBLIC LICENSE + Version 3, 19 November 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU Affero General Public License is a free, copyleft license for +software and other kinds of works, specifically designed to ensure +cooperation with the community in the case of network server software. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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It is safest +to attach them to the start of each source file to most effectively +state the exclusion of warranty; and each file should have at least +the "copyright" line and a pointer to where the full notice is found. + + + Copyright (C) + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU Affero General Public License as published + by the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU Affero General Public License for more details. + + You should have received a copy of the GNU Affero General Public License + along with this program. If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If your software can interact with users remotely through a computer +network, you should also make sure that it provides a way for users to +get its source. For example, if your program is a web application, its +interface could display a "Source" link that leads users to an archive +of the code. There are many ways you could offer source, and different +solutions will be better for different programs; see section 13 for the +specific requirements. + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU AGPL, see +. \ No newline at end of file diff --git a/unsloth/kernels/moe/README.md b/unsloth/kernels/moe/README.md new file mode 100644 index 0000000000..5cf342b4ca --- /dev/null +++ b/unsloth/kernels/moe/README.md @@ -0,0 +1,72 @@ +## MoE Grouped GEMM + +Optimized implementation of `MoE MLP Block`. + +### Background + +`MoE MLP` requires the following steps: +- Calculate `topk_weights` and `topk_indices` +- If using a grouped gemm implementation, calculate permutation indices needed to rearrange tokens grouped by expert +- For each expert: + - `expert_tokens`: gather the tokens assigned to the expert + - `first_gemm`: `gate / up proj` @ `expert_tokens` + - `silu_and_mul`: `silu` and `mul` of `first_gemm` + - `second_gemm`: `silu_and_mul` @ `down proj` + - `scatter_second_gemm`: scatter the `second_gemm` to the original token order + - `topk_weight_mul`: `second_gemm` @ `topk_weights` + - `final_output`: if `topk > 1`, `topk_weight_mul.view(num_tokens, topk, -1).sum(dim=1)` else `topk_weight_mul` + +One way to eliminate the loop is to use a grouped GEMM, where all expert GEMMs are computed within a single kernel, which iterates over tiles of the expert GEMMs as individual GEMMs, where each GEMM, the `A` matrix is `M' x K` and the `B` matrix is `K x N`, where `M'` is the number of tokens assigned to the expert and `B` is the weight matrix for that expert. + +This requires an additional permute (and subsequent copy) of the hidden states such that the tokens assigned to each expert are contiguous in memory before running the first grouped GEMM within the Expert MLP. +Additionally, after the second grouped GEMM, the hidden states must be permuted back to the original token order and multiplied by `topk_weights` to get the final output. + +### Optimizations +This repo implements a grouped GEMM-based MoE MLP with the following optimizations: +- Eliminates the loop over experts by performing gemms as a grouped GEMM, computing the expert gemms within a single fused triton kernel +- Fuses the permutation of hidden states from token order (original input order) to expert order (tokens grouped by expert) within the prologue of first the first grouped GEMM +- Fuses the (un)permutation of hidden states from expert order back to token order in second GEMM +- Fuses the mul of hidden states by expert weights within epilogue of second GEMM (only implemented for inference, not for training) + +### Structure +- `grouped_gemm/interface.py`: wrappers for the individual forward / backward kernels as well as the `torch.autograd.Function` +- `grouped_gemm/kernels/forward.py`: forward kernel +- `grouped_gemm/kernels/backward.py`: backward dX and dW kernels +- `grouped_gemm/kernels/tuning.py`: manual tuning utils +- `grouped_gemm/kernels/autotuning.py`: autotuning utils +- `grouped_gemm/reference/moe_block.py`: contains `Qwen3MoeFusedGroupedGEMMBlock`, a reference implementation of Huggingface `Qwen3SparseMOEBlock` with fused triton kernel in-place of original HF expert computation +- `grouped_gemm/reference/moe_ops.py`: supporting ops (routing, token sorting, etc.) and reference MoE block using a torch-native grouped gemm approach. + +### Tests +- `grouped_gemm/tests/test_grouped_gemm.py`: unit tests for forward, backward grouped gemm kernels as well as the wrapped grouped gemm autograd.Function. Best not to run this entire test suite at once due to the large number of parametrized unit tests. Rather, use filters to run specific +sets of tests. E.g., to run forward tests with autotune turned on: `pytest -sv -k "forward and autotune" --tb=short tests/test_grouped_gemm.py`. Use the test function names and parameter ids for words to filter on. +- `grouped_gemm/tests/test_qwen3_moe.py`: end to end test for Qwen3 MoE block. IMPORTANT: read `tests/run_qwen3_moe_tests.sh` as well as notes in the test itself for complications when running parametrized pytest test suites and triton / autotune. TLDR: use the test script and NOT pytest to run the tests. + +### Benchmarks +- `grouped_gemm/benchmark/benchmark_fused_moe.py`: benchmarks HF `Qwen3SpareMOEBlock` against the fused implementation +Running with these flags on an `H100` to bench forward pass (run with `--help` to see all available flags): +``` +python benchmark/benchmark_fused_moe.py --mode forward --seqlen 1024 --permute_x --permute_y --autotune +``` + +For the backward bench: +``` +python benchmark/benchmark_fused_moe.py --mode backward --seqlen 1024 --permute_x --permute_y --autotune +``` + +On my machine and env, I get speedups > 25x and 14x respectively. + +### Notes +- Tested and benched on `H100`, though should run on Ampere and possibly even earlier gpu generations though the autotuning configs will need to be adjusted. +- The env I used to develop the kernel was `pytorch 2.7/2.8` and `pytorch-triton 3.3`. +- The kernels can be run either as autotuned (see `autotuning.py`) or with manually specified config (see `tuning.py`). Recommended to run using autotuner since the MoE block requires 2 configs for the forward (2 grouped gemms) and 4 for the backwards (dX and dW per grouped gemm, 2 grouped gemms). +- Running with autotuning turned off with the default manual kernel config will result is **highly** sub-optimal performance as it is only meant for testing / debugging purposes. +- I've tried to strike a balance between compilation time and autotuning search space -- can probably squeeze even more performance for specific workloads. + +TODO: +- TMA store: implemented but not enabled currently due to non-determinism arising from triton pipelining bug. +- Warp specialization: Hopper support for WS not yet enabled on triton 3.3x branch which ships with latest pytorch 2.7. +- Additional optimizations: + - Fused / optimized implementations of routing, token sorting, etc. + - Better software pipelining within grouped gemm + - Threadblock swizzling for better L2 caching \ No newline at end of file diff --git a/unsloth/kernels/moe/__init__.py b/unsloth/kernels/moe/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/unsloth/kernels/moe/benchmark/benchmark_fused_moe.py b/unsloth/kernels/moe/benchmark/benchmark_fused_moe.py new file mode 100644 index 0000000000..9d95e67541 --- /dev/null +++ b/unsloth/kernels/moe/benchmark/benchmark_fused_moe.py @@ -0,0 +1,297 @@ +import argparse +import time + +import torch +from grouped_gemm.kernels.autotuning import ( + DEFAULT_K_BLOCK_SIZES, + DEFAULT_M_BLOCK_SIZES, + DEFAULT_N_BLOCK_SIZES, + DEFAULT_NUM_STAGES, + DEFAULT_NUM_WARPS, +) +from grouped_gemm.kernels.tuning import ( + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, + KernelResult, + TritonTuningContext, +) +from grouped_gemm.reference.moe_block import Qwen3MoeFusedGroupedGEMMBlock +from transformers import AutoConfig +from transformers.models.qwen3_moe import Qwen3MoeConfig +from transformers.models.qwen3_moe.modeling_qwen3_moe import Qwen3MoeSparseMoeBlock +from triton.testing import do_bench +from utils import ( + create_kernel_configs, + post_process_results, + save_results, +) + +SEED = 42 + +def run_benchmark_forward( + config: Qwen3MoeConfig, + seqlen: int, + dtype: torch.dtype, + permute_x: bool, + permute_y: bool, + autotune: bool, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, +): + torch.manual_seed(SEED) # Should not be needed when running using pytest -- autouse fixture in conftest.py + device = "cuda" + hidden_size = config.hidden_size + bs = 1 + + # Reference op -- HF + moe_block = Qwen3MoeSparseMoeBlock(config).to(device, dtype) + + # Triton kernel grouped gemm version of MoE Block -- this is what we're testing + fused_gemm_block = Qwen3MoeFusedGroupedGEMMBlock.from_hf( + moe_block, + permute_x=permute_x, + permute_y=permute_y, + autotune=autotune, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + kernel_config_bwd_dX=kernel_config_bwd_dX, + ).to(device, dtype) + X = torch.randn(bs, seqlen, hidden_size, dtype=dtype, device=device, requires_grad=True) + + ref_output, _ = moe_block(X) + # Forward + bench_forward_ref = lambda: moe_block(X) + bench_forward_fused = lambda: fused_gemm_block(X) + + ref_forward_time = do_bench(bench_forward_ref) + with TritonTuningContext(kernel_config_fwd) as ctx: + fused_forward_time = do_bench(bench_forward_fused) + + if not ctx.success: + return 0, 1 + + print( + f"Forward: ref {ref_forward_time:.4f}, fused {fused_forward_time:.4f}, speedup {ref_forward_time / fused_forward_time:.1f}x" + ) + return ref_forward_time, fused_forward_time + +def run_benchmark_backward( + config: Qwen3MoeConfig, + seqlen: int, + dtype: torch.dtype, + permute_x: bool, + permute_y: bool, + autotune: bool, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, + dX_only: bool = False, + dW_only: bool = False, +): + torch.manual_seed(SEED) # Should not be needed when running using pytest -- autouse fixture in conftest.py + device = "cuda" + hidden_size = config.hidden_size + bs = 1 + + # Reference op -- HF + moe_block = Qwen3MoeSparseMoeBlock(config).to(device, dtype) + + # Triton kernel grouped gemm version of MoE Block -- this is what we're testing + fused_gemm_block = Qwen3MoeFusedGroupedGEMMBlock.from_hf( + moe_block, + permute_x=permute_x, + permute_y=permute_y, + autotune=autotune, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + kernel_config_bwd_dX=kernel_config_bwd_dX, + dX_only=dX_only, + dW_only=dW_only, + ).to(device, dtype) + + X = torch.randn(bs, seqlen, hidden_size, dtype=dtype, device=device, requires_grad=True) + X_test = X.detach().clone().requires_grad_(True) + + output, _ = moe_block(X) + + # Prevent autotuning forward pass + from grouped_gemm.kernels.forward import _autotuned_grouped_gemm_forward_kernel + _autotuned_grouped_gemm_forward_kernel.configs = _autotuned_grouped_gemm_forward_kernel.configs[:20] + test_output, _ = fused_gemm_block(X_test) + + # Bench + grad_output = torch.randn_like(output) + bench_backward_ref = lambda: output.backward(grad_output, retain_graph=True) # noqa: E731 + bench_backward_fused = lambda: test_output.backward(grad_output, retain_graph=True) # noqa: E731 + + ref_backward_time = do_bench(bench_backward_ref, grad_to_none=[X, *moe_block.parameters()]) + fused_backward_time = do_bench(bench_backward_fused, grad_to_none=[X_test, *fused_gemm_block.parameters()]) + print( + f"Backward: ref {ref_backward_time:.4f}, fused {fused_backward_time:.4f}, speedup {ref_backward_time / fused_backward_time:.1f}x" + ) + return ref_backward_time, fused_backward_time + + +def run_benchmark( + mode: str, + model_config: Qwen3MoeConfig, + seqlen: int, + dtype: torch.dtype, + permute_x: bool, + permute_y: bool, + autotune: bool, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, +): + + if mode == "forward": + + ref_time, fused_time = run_benchmark_forward( + model_config, + seqlen, + dtype, + permute_x, + permute_y, + autotune, + kernel_config_fwd, + kernel_config_bwd_dW, + kernel_config_bwd_dX, + ) + elif mode == "dW": + ref_time, fused_time = run_benchmark_backward( + model_config, + seqlen, + dtype, + permute_x, + permute_y, + autotune, + kernel_config_fwd, + kernel_config_bwd_dW, + kernel_config_bwd_dX, + dW_only=True, + ) + elif mode == "dX": + ref_time, fused_time = run_benchmark_backward( + model_config, + seqlen, + dtype, + permute_x, + permute_y, + autotune, + kernel_config_fwd, + kernel_config_bwd_dW, + kernel_config_bwd_dX, + dX_only=True, + ) + elif mode == "backward": + ref_time, fused_time = run_benchmark_backward( + model_config, + seqlen, + dtype, + permute_x, + permute_y, + autotune, + kernel_config_fwd, + kernel_config_bwd_dW, + kernel_config_bwd_dX, + dX_only=False, + dW_only=False, + ) + + return ref_time, fused_time + +# NOTE: better to use autotuner for now, since the MoE block needs 2 different kernel configs for forward (2 grouped gemms, gate_up_proj and down_proj) +# and the backward pass needs 4 different kernel configs (2 grouped gemms each for dW and dX) +# The benchmark only supports 1 kernel config at a time so the same config will be used for both grouped gemms, which is suboptimal. + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--results_dir", type=str, default="benchmark_results") + parser.add_argument("--seqlen", type=int, default=1024) + parser.add_argument("--dtype", type=str, choices=["bfloat16", "float16"], default="bfloat16") + parser.add_argument("--permute_x", action="store_true") + parser.add_argument("--permute_y", action="store_true") + parser.add_argument("--autotune", action="store_true") + parser.add_argument("--BLOCK_SIZE_M", nargs=2, type=int, default=[DEFAULT_M_BLOCK_SIZES[0], DEFAULT_M_BLOCK_SIZES[-1]]) + parser.add_argument("--BLOCK_SIZE_N", nargs=2, type=int, default=[DEFAULT_N_BLOCK_SIZES[0], DEFAULT_N_BLOCK_SIZES[-1]]) + parser.add_argument("--BLOCK_SIZE_K", nargs=2, type=int, default=[DEFAULT_K_BLOCK_SIZES[0], DEFAULT_K_BLOCK_SIZES[-1]]) + parser.add_argument("--num_warps", nargs=2, type=int, default=[DEFAULT_NUM_WARPS[0], DEFAULT_NUM_WARPS[-1]]) + parser.add_argument("--num_stages", nargs=2, type=int, default=[DEFAULT_NUM_STAGES[0], DEFAULT_NUM_STAGES[-1]]) + parser.add_argument("--use_tma_load_w", action="store_true") # No need to specify, will automatically parametrize these for each kernel config + parser.add_argument("--use_tma_load_x", action="store_true") # No need to specify, will automatically parametrize these for each kernel config + parser.add_argument("--use_tma_load_dy", action="store_true") # No need to specify, will automatically parametrize these for each kernel config + parser.add_argument("--mode", type=str, choices=["forward", "backward", "dW", "dX"], default="forward") + args = parser.parse_args() + args.dtype = getattr(torch, args.dtype) + + model_id = "Qwen/Qwen3-30B-A3B" + model_config = AutoConfig.from_pretrained(model_id) + + mode = args.mode + + if args.autotune: + print( + f"Benchmarking {model_id} {mode}: seqlen={args.seqlen}, dtype={args.dtype}, permute_x={args.permute_x}, permute_y={args.permute_y}, autotune" + ) + start_time = time.time() + ref_time, fused_time = run_benchmark( + args.mode, + model_config, + seqlen=args.seqlen, + dtype=args.dtype, + permute_x=args.permute_x, + permute_y=args.permute_y, + autotune=args.autotune, + ) + end_time = time.time() + print(f"Total time: {end_time - start_time:.4f} seconds") + + else: + kernel_configs = create_kernel_configs(args, args.permute_x, args.permute_y) + print(f"Running {len(kernel_configs)} kernel configs") + default_kernel_config_fwd = KernelConfigForward(permute_x=args.permute_x, permute_y=args.permute_y) + default_kernel_config_bwd_dW = KernelConfigBackward_dW(permute_x=args.permute_x, permute_y=args.permute_y) + default_kernel_config_bwd_dX = KernelConfigBackward_dX(permute_x=args.permute_x, permute_y=args.permute_y) + results = [] + for kernel_config in kernel_configs: + if args.mode == "forward": + kernel_config_fwd = kernel_config + kernel_config_bwd_dW = default_kernel_config_bwd_dW + kernel_config_bwd_dX = default_kernel_config_bwd_dX + elif args.mode == "dW": + kernel_config_fwd = default_kernel_config_fwd + kernel_config_bwd_dW = kernel_config + kernel_config_bwd_dX = default_kernel_config_bwd_dX + elif args.mode == "dX": + kernel_config_fwd = default_kernel_config_fwd + kernel_config_bwd_dW = default_kernel_config_bwd_dW + kernel_config_bwd_dX = kernel_config + else: + raise ValueError(f"Invalid mode: {args.mode}") + print( + f"Benchmarking {model_id} {args.mode} with seqlen={args.seqlen}, dtype={args.dtype}, permute_x={args.permute_x}, permute_y={args.permute_y}, kernel_config_fwd={kernel_config_fwd}, kernel_config_bwd_dW={kernel_config_bwd_dW}, kernel_config_bwd_dX={kernel_config_bwd_dX}" + ) + + ref_time, fused_time = run_benchmark( + args.mode, + model_config, + seqlen=args.seqlen, + dtype=args.dtype, + permute_x=kernel_config.permute_x, + permute_y=kernel_config.permute_y, + autotune=False, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + kernel_config_bwd_dX=kernel_config_bwd_dX, + ) + results.append(KernelResult( + torch_time=ref_time, + triton_time=fused_time, + speedup=ref_time / fused_time, + kernel_config=kernel_config, + )) + df = post_process_results(results, args.mode, args.seqlen, args.dtype, args.autotune) + save_results(df, args.results_dir, args.mode, args.seqlen, args.dtype, args.autotune) diff --git a/unsloth/kernels/moe/benchmark/utils.py b/unsloth/kernels/moe/benchmark/utils.py new file mode 100644 index 0000000000..04c7e8aba3 --- /dev/null +++ b/unsloth/kernels/moe/benchmark/utils.py @@ -0,0 +1,143 @@ +import argparse +import datetime +import json +import logging +import math +import os +from itertools import product + +import pandas as pd +import torch +from grouped_gemm.kernels.tuning import ( + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, + KernelResult, +) + +SEED = 42 + + +def create_merged_results( + df: pd.DataFrame, mode: str, seqlen: int, dtype: torch.dtype, autotune: bool +): + kernel_result_cols = df.columns.to_list() + test_config_dict = {"mode": mode, "seqlen": seqlen, "dtype": dtype, "autotune": autotune} + test_config_cols = list(test_config_dict.keys()) + for col in test_config_cols: + df[col] = test_config_dict[col] + # Reorder columns so that test config cols are first + df = df[test_config_cols + kernel_result_cols] + return df + + +def post_process_results( + results: list[KernelResult], + mode: str, + seqlen: int, + dtype: torch.dtype, + autotune: bool, +): + df = KernelResult.to_dataframe(results, sort_by="speedup") + df = create_merged_results(df, mode, seqlen, dtype, autotune) + return df + + +def save_results( + df: pd.DataFrame, + results_dir: str, + mode: str, + seqlen: int, + dtype: torch.dtype, + autotune: bool, +): + dt = datetime.datetime.now().strftime("%Y%m%d_%H%M") + save_dir = f"{results_dir}/{mode}" + save_path = f"{save_dir}/{dt}_{seqlen}_{str(dtype).split('.')[-1]}.csv" + if not os.path.exists(save_dir): + os.makedirs(save_dir) + print(f"Saving results to {save_path}") + df.to_csv(save_path, index=False) + + +def create_kernel_configs(args: argparse.Namespace, permute_x: bool, permute_y: bool): + block_m_range = power_of_two_range(args.BLOCK_SIZE_M[0], args.BLOCK_SIZE_M[1]) + block_n_range = power_of_two_range(args.BLOCK_SIZE_N[0], args.BLOCK_SIZE_N[1]) + block_k_range = power_of_two_range(args.BLOCK_SIZE_K[0], args.BLOCK_SIZE_K[1]) + num_warps_range = multiples_of_range(args.num_warps[0], args.num_warps[1], step=2) + num_stages_range = multiples_of_range(args.num_stages[0], args.num_stages[1], step=1) + + mode = args.mode + kernel_configs = [] + for block_m, block_n, block_k, num_warps, num_stages, tma_load_a, tma_load_b in product( + block_m_range, block_n_range, block_k_range, num_warps_range, num_stages_range, [True, False], [True, False] + ): + if mode == "forward": + kernel_config = KernelConfigForward( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + num_warps=num_warps, + num_stages=num_stages, + use_tma_load_w=tma_load_a, + use_tma_load_x=tma_load_b, + permute_x=permute_x, + permute_y=permute_y, + ) + elif mode == "dW": + kernel_config = KernelConfigBackward_dW( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + num_warps=num_warps, + num_stages=num_stages, + use_tma_load_dy=tma_load_a, + use_tma_load_x=tma_load_b, + permute_x=permute_x, + permute_y=permute_y, + ) + elif mode == "dX": + kernel_config = KernelConfigBackward_dX( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + num_warps=num_warps, + num_stages=num_stages, + use_tma_load_dy=tma_load_a, + use_tma_load_w=tma_load_b, + permute_x=permute_x, + permute_y=permute_y, + ) + else: + raise ValueError(f"Invalid mode: {mode}") + kernel_configs.append(kernel_config) + + logging.info(f"Pruning {len(kernel_configs)} kernel configs") + + pruned_configs = [] + for config in kernel_configs: + if mode == "forward": + if permute_x and config.use_tma_load_x: + continue + elif mode == "dW": + if permute_x and config.use_tma_load_x: + continue + if permute_y and config.use_tma_load_dy: + continue + elif mode == "dX": + if permute_y and config.use_tma_load_dy: + continue + pruned_configs.append(config) + logging.info(f"After pruning, {len(pruned_configs)} kernel configs") + + return pruned_configs + + +def power_of_two_range(start, end): + start = math.log2(start) + end = math.log2(end) + return [2**i for i in range(int(start), int(end) + 1)] + + +def multiples_of_range(start, end, step=1): + return list(range(start, end + step, step)) diff --git a/unsloth/kernels/moe/grouped_gemm/__init__.py b/unsloth/kernels/moe/grouped_gemm/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/unsloth/kernels/moe/grouped_gemm/interface.py b/unsloth/kernels/moe/grouped_gemm/interface.py new file mode 100644 index 0000000000..3cb186984f --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/interface.py @@ -0,0 +1,965 @@ +import logging +import warnings +from dataclasses import asdict + +import torch +import triton + +from grouped_gemm.kernels.backward import ( + _autotuned_grouped_gemm_dW_kernel, + _autotuned_grouped_gemm_dX_kernel, + _grouped_gemm_dW_kernel, + _grouped_gemm_dX_kernel, +) +from grouped_gemm.kernels.forward import ( + _autotuned_grouped_gemm_forward_kernel, + _grouped_gemm_forward_kernel, +) +from grouped_gemm.kernels.tuning import ( + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, +) + +logger = logging.getLogger(__name__) +# Set formatter to include timestamp, pathname and lineno +formatter = logging.Formatter( + "%(asctime)s::%(levelname)s,%(pathname)s:%(lineno)d:: %(message)s" +) + +# Add console handler +ch = logging.StreamHandler() +ch.setFormatter(formatter) +logger.addHandler(ch) + +_FUSED_MUL_WARN = False +_SUPPORTS_TMA = None + + +def supports_tma(): + global _SUPPORTS_TMA + if _SUPPORTS_TMA is None: + _SUPPORTS_TMA = torch.cuda.get_device_capability()[0] >= 9 + return _SUPPORTS_TMA + + +_per_device_alloc_fns = {} + + +def get_per_device_per_stream_alloc_fn(device): + if device not in _per_device_alloc_fns: + _per_stream_tensors = {} + + def alloc_fn(size: int, alignment: int, stream): + assert alignment == 128 + if ( + stream not in _per_stream_tensors + or _per_stream_tensors[stream].numel() < size + ): + _per_stream_tensors[stream] = torch.empty( + size, device=device, dtype=torch.int8 + ) + _per_stream_tensors[stream].__hibernate__ = {"type": "ignore"} + return _per_stream_tensors[stream] + + _per_device_alloc_fns[device] = alloc_fn + return _per_device_alloc_fns[device] + + +def log_kernel_info( + compiled_kernel: triton.compiler.CompiledKernel, best_config: triton.Config = None +): + kernel_name = compiled_kernel.name + nregs = compiled_kernel.n_regs + nspills = compiled_kernel.n_spills + metadata = compiled_kernel.metadata + logger.debug( + f"{kernel_name}: n_regs={nregs} n_spills={nspills} metadata={metadata}" + ) + if best_config is not None: + logger.debug(f"{kernel_name} autotuned best_config: {best_config}") + + +def grouped_gemm_forward( + X: torch.Tensor, + W: torch.Tensor, + topk: int, + m_sizes: torch.Tensor, + gather_indices: torch.Tensor = None, + topk_weights: torch.Tensor = None, + # Fusions + permute_x: bool = False, + permute_y: bool = False, + fuse_mul_post: bool = False, + # Autotuning - manual kernel params will be ignored if autotune is True + autotune: bool = False, + # Kernel tuning params if not autotuning -- NOTE: these params need to be tuned, otherwise performance will be poor + BLOCK_SIZE_M: int = 32, + BLOCK_SIZE_N: int = 32, + BLOCK_SIZE_K: int = 32, + num_warps: int = 4, + num_stages: int = 2, + use_tma_load_w: bool = False, + use_tma_load_x: bool = False, + use_tma_store: bool = False, + # software pipelining -- set to True for now, won't impact until loop is re-written + flatten: bool = True, + # debugging + debug: bool = False, +) -> torch.Tensor: + """ + Grouped GEMM forward pass for MoE MLPs. + + The implementation offers a number of fusions specific to MoE: + - `permute_x`: fuse the permutation of hidden states from token order (original order) to grouped expert order, typically only needed for the first grouped GEMM in an MoE MLP. + - When `permute_x` is True, `X` is expected to be of shape (num_tokens, K). + - When `permute_x` is False, `X` is expected to be of shape (total_tokens, K) where `total_tokens = num_tokens * topk` AND already permuted to grouped expert order, i.e., hidden states are sorted such that tokens assigned to each expert are contiguous. + - `permute_y`: fused the permuation of the output from expert grouped order back to original token order, typically only needed for the second grouped GEMM in an MoE MLP. + - `fuse_mul_pre`: fuse the multiplication of the routed input with topk_weights, only done in the first grouped GEMM in an MoE MLP as for Llama4. Do not use, since results in performance regression as it interrupts the GEMM mainloop. + - `fuse_mul_post`: fuse the multiplication of the routed output with topk_weights, used only when `permute_y` is True. NOTE: this should only be used when using this kernel for inference, not for training. + + X: (M, K) hidden states where M is the num_tokens if `permute_x` is True, otherwise `total_tokens` where `total_tokens = num_tokens * topk`. + W: (E, N, K) expert weights, where E is number of experts, N in the intermediate (output) dim, and K is the reduction dim + m_sizes: tokens assigned to each expert which correspond to the size of M in the respective GEMMs in the grouped GEMM. + gather_indices: (total_tokens,) indices of tokens assigned to each expert. E.g., slicing gather_indices by cumsum of m_sizes gives the indices of tokens assigned to each expert. + topk_weights: (total_tokens,) weights to multiply routed output by in expert MLP calculation, used only when `fuse_mul_post` is True (see note on `fuse_mul_post`). + use_fast_accum: currently unused; trade off faster accumulation dtype in GEMM for less precision. + use_tma_load_x: use TMA for loading activations, incompatible with permute_x. TODO: add TMA gather / scatter support for Blackwell+. + use_tma_load_w: use TMA for loading weights. If TMA supported, this should always be enabled as it is faster than global memory load. + use_tma_store: use TMA for storing output, incompatible with permute_y. TODO: add TMA scatter support for Blackwell+. + + Returns: + y: (total_tokens, N) output of grouped GEMM + """ + + assert X.device.type == "cuda", "X and W must be on CUDA" + assert m_sizes.device.type == "cuda", "m_sizes must be on CUDA" + + X = X.contiguous() + W = W.contiguous() + m_sizes = m_sizes.contiguous() + + # Preconditions + assert not (permute_x and permute_y), "Cannot permute both X and Y" + assert not (permute_y and use_tma_store), "Cannot use both TMA store and permute_y" + + if use_tma_load_x: + # TMA load for activations, TMA gather only supported on Blackwell+ + assert not permute_x, "Cannot use both use_tma_load_x and permute_x" + + use_tma = use_tma_load_w or use_tma_load_x or use_tma_store + if not supports_tma() and use_tma: + warnings.warn("TMA not supported, tma_load will be set to False") + use_tma_load_w = False + use_tma_load_x = False + use_tma_store = False + + if use_tma or autotune: + + def alloc_fn(size: int, alignment: int, stream: int): + return torch.empty(size, device="cuda", dtype=torch.int8) + + triton.set_allocator(alloc_fn) + + X = X.view(-1, X.shape[-1]) + W = W.view(-1, W.shape[-1]) + + if permute_x or permute_y: + assert gather_indices is not None, ( + "gather_indices must be provided when permute_x or permute_y is True" + ) + assert gather_indices.is_contiguous() + assert gather_indices.device.type == "cuda" + assert gather_indices.ndim == 1 + total_tokens = gather_indices.shape[0] + num_tokens = total_tokens // topk + if permute_x: + assert X.shape[0] == num_tokens, ( + f"X.shape[0] ({X.shape[0]}) must match num_tokens ({num_tokens})" + ) + else: + assert X.shape[0] == total_tokens, ( + f"X.shape[0] ({X.shape[0]}) must match total_tokens ({total_tokens})" + ) + else: + total_tokens = X.shape[0] + num_tokens = total_tokens // topk + + num_experts = m_sizes.shape[0] + _, K = X.shape + N = W.shape[0] // num_experts + assert K == W.shape[1], f"K ({K}) must match W.shape[1] ({W.shape[1]})" + + if fuse_mul_post: + global _FUSED_MUL_WARN + if not _FUSED_MUL_WARN: + warnings.warn( + "fused_mul should only be used for inference, not for training" + ) + _FUSED_MUL_WARN = True + assert permute_y, "FUSE_MUL requires PERMUTE_Y" + assert topk_weights is not None + assert topk_weights.numel() == total_tokens + assert topk_weights.device.type == "cuda" + assert topk_weights.is_contiguous() + topk_weights = topk_weights.view(-1) + if debug: + print( + f"DEBUG::GROUPED_GEMM {topk_weights.tolist()} {gather_indices.tolist()}" + ) + + y = torch.empty((total_tokens, N), device=X.device, dtype=X.dtype) + if total_tokens == 0 or N == 0: + return y + + NUM_SMS = torch.cuda.get_device_properties("cuda").multi_processor_count + + def grid(META): + return (NUM_SMS,) + + if not autotune: + BLOCK_SIZE_K = min(K, BLOCK_SIZE_K) + BLOCK_SIZE_N = min(N, BLOCK_SIZE_N) + BLOCK_SIZE_M = min(total_tokens, BLOCK_SIZE_M) + + if debug: + print( + f"DEBUG::GROUPED_GEMM {num_tokens=} {topk=} {num_experts=} {N=} {K=} {BLOCK_SIZE_M=} {BLOCK_SIZE_N=} {BLOCK_SIZE_K=} {permute_x=}" + ) + print( + f"DEBUG::GROUPED_GEMM {m_sizes.tolist()} {(gather_indices // topk).tolist()}" + ) + + kernel_args = { + # Inputs + "x_ptr": X, + "w_ptr": W, + "m_sizes_ptr": m_sizes, + "gather_indices_ptr": gather_indices, + "topk_weights_ptr": topk_weights, + # Output + "y_ptr": y, + # Problem shapes + "NUM_TOKENS": num_tokens, + "NUM_EXPERTS": num_experts, + "TOPK": topk, + "N": N, + "K": K, + "NUM_SMS": NUM_SMS, + # Gather / Scatter + "PERMUTE_X": permute_x, + "PERMUTE_Y": permute_y, + # TopK weight merging + "FUSE_MUL_POST": fuse_mul_post, + # Loop pipelining + "FLATTEN": flatten, + } + if not autotune: + kernel_args.update( + { + "USE_TMA_LOAD_W": use_tma_load_w, + "USE_TMA_LOAD_X": use_tma_load_x, + "USE_TMA_STORE": use_tma_store, + "BLOCK_SIZE_M": BLOCK_SIZE_M, + "BLOCK_SIZE_N": BLOCK_SIZE_N, + "BLOCK_SIZE_K": BLOCK_SIZE_K, + "num_warps": num_warps, + "num_stages": num_stages, + } + ) + + kernel = ( + _autotuned_grouped_gemm_forward_kernel + if autotune + else _grouped_gemm_forward_kernel + ) + compiled_kernel: triton.compiler.CompiledKernel = kernel[grid](**kernel_args) + + if autotune: + log_kernel_info(compiled_kernel, kernel.best_config) + else: + log_kernel_info(compiled_kernel) + + return y + + +def grouped_gemm_dX( + dY: torch.Tensor, + W: torch.Tensor, + gather_indices: torch.Tensor, + m_sizes: torch.Tensor, + topk: int, + BLOCK_SIZE_M: int = 32, + BLOCK_SIZE_N: int = 32, + BLOCK_SIZE_K: int = 32, + debug: bool = False, + permute_x: bool = False, + permute_y: bool = False, + use_tma_load_w: bool = False, + use_tma_load_dy: bool = False, + use_tma_store: bool = False, + num_warps: int = 4, + num_stages: int = 2, + flatten: bool = True, + fuse_mul_pre: bool = False, + fuse_mul_post: bool = False, + autotune: bool = False, +) -> torch.Tensor: + """ + dX backward kernel + grad_output: (M, N) + gather_indices: (total_tokens,), indices of tokens assigned to each expert. E.g., slicing gather_indices by cumsum of m_sizes gives the indices of tokens assigned to each expert. + m_sizes: tokens assigned to each expert which correspond to the size of M in the respective GEMMs in the grouped GEMM. + topk: number of experts chosen per token. + `permute_x`: whether X was permuted on load in the forward pass, typically only used for the first grouped GEMM in an MoE MLP to group tokens by expert. + - In the forward pass, if we permuted X on load, we need to permute store in the backward pass + - Shapes + - the forward pass input X shape is [NUM_TOKENS, K], reduce across K, output y is [NUM_TOKENS * TOPK, K] + - the backward pass input dy shape is [NUM_TOKENS * TOPK, N], reduce across N, output dX is [NUM_TOKENS * TOPK, K] + - Note that in the backward pass, the output size is still [NUM_TOKENS * TOPK, K] since we still need to accumulate gradients for each expert chosen by the token in a post-processing step. + `permute_y`: whether the output was permuted on store in the forward pass, typically only used for the second grouped GEMM in an MoE MLP to restore to the original token order. + - In the forward pass, if we permuted output on store (e.g., in the second grouped GEMM in fused MoE MLP), we need to permute on load to get from token order to expert grouped order + - We still store in contiguous order since we are writing out dX which will be the input to the backwards pass of the first grouped GEMM + `fuse_mul_{pre,post}`: always set to False since this should only be used for inference. + use_tma_load_dy: use TMA for loading dy. use_tma_load_dy is incompatible with permute_y. TODO: add TMA gather / scatter support for Blackwell+ which will enable permute_y and use_tma_load_dy. + use_tma_load_w: use TMA for loading weights. If TMA supported, this should always be enabled as it is faster than global memory load. + use_tma_store: use TMA for storing dX. Incompatible with permute_x. TODO: add TMA gather / scatter support for Blackwell+ which will enable permute_x and use_tma_store. + """ + assert not fuse_mul_pre, ( + "fuse_mul_pre should only be used for inference, not for training" + ) + assert not fuse_mul_post, ( + "fuse_mul_post should only be used for inference, not for training" + ) + assert dY.is_contiguous() + assert W.is_contiguous() + assert m_sizes.is_contiguous() + assert m_sizes.ndim == 1 + + # Preconditions + assert not (permute_x and permute_y), "Cannot permute both X and Y" + # Note that this is flipped from the forward pass + # If we permuted y in the forward, we need to permute on load in the backward + assert not (permute_y and use_tma_load_dy), "Cannot use both TMA load and permute_y" + assert not (permute_x and use_tma_store), "Cannot use both TMA store and permute_x" + + use_tma = use_tma_load_dy or use_tma_load_w or use_tma_store + if not supports_tma() and use_tma: + warnings.warn("TMA not supported, tma_load will be set to False") + use_tma_load_w = False + use_tma_load_dy = False + use_tma_store = False + + if use_tma or autotune: + + def alloc_fn(size: int, alignment: int, stream: int): + # print(f"DEBUG::GROUPED_GEMM alloc_fn {size=} {alignment=} {stream=}") + return torch.empty(size, device="cuda", dtype=torch.int8) + + triton.set_allocator(alloc_fn) + + num_experts = m_sizes.shape[0] + dY = dY.view(-1, dY.shape[-1]) + W = W.view(-1, W.shape[-1]) + + M_total, N_grad = dY.shape + N_total, K = W.shape + N = N_total // num_experts + assert N_grad == N, f"Grad_output N ({N_grad}) must match weight N ({N})" + + assert M_total % topk == 0, ( + f"M_total ({M_total}) must be divisible by topk ({topk})" + ) + num_tokens = M_total // topk + + total_tokens = gather_indices.shape[0] + assert total_tokens == M_total, ( + f"Total tokens ({total_tokens}) must match M_total ({M_total})" + ) + + # Note that the output shape is [NUM_TOKENS * TOPK, K] even when `permute_x` is True since we need to accumulate gradients across all experts chosen by the token. + # This will be done in a post-processing step reduction step. + output_shape = (total_tokens, K) + dX = torch.zeros(output_shape, device=dY.device, dtype=dY.dtype) + + NUM_SMS = torch.cuda.get_device_properties( + "cuda" + ).multi_processor_count # if not debug else 1 + + def grid(META): + return (NUM_SMS,) + + if not autotune: + BLOCK_SIZE_M = min(M_total, BLOCK_SIZE_M) + BLOCK_SIZE_N = min(N_grad, BLOCK_SIZE_N) + BLOCK_SIZE_K = min(K, BLOCK_SIZE_K) + + if debug: + print( + f"DEBUG::GROUPED_GEMM {num_tokens=} {topk=} {output_shape=} {num_experts=} {N=} {K=} {BLOCK_SIZE_M=} {BLOCK_SIZE_N=} {BLOCK_SIZE_K=} {NUM_SMS=}" + ) + print(f"DEBUG::GROUPED_GEMM {m_sizes.tolist()}") + + kernel_args = { + # Inputs + "dY_ptr": dY, + "w_ptr": W, + "gather_indices_ptr": gather_indices, + "m_sizes_ptr": m_sizes, + # Output + "dX_ptr": dX, + # Problem sizes + "NUM_EXPERTS": num_experts, + "NUM_TOKENS": num_tokens, + "TOPK": topk, + "N": N, + "K": K, + "NUM_SMS": NUM_SMS, + # Gather / Scatter + "PERMUTE_X": permute_x, + "PERMUTE_Y": permute_y, + "FLATTEN": flatten, + } + if not autotune: + kernel_args.update( + { + "BLOCK_SIZE_M": BLOCK_SIZE_M, + "BLOCK_SIZE_N": BLOCK_SIZE_N, + "BLOCK_SIZE_K": BLOCK_SIZE_K, + "num_warps": num_warps, + "num_stages": num_stages, + "USE_TMA_LOAD_dY": use_tma_load_dy, + "USE_TMA_LOAD_W": use_tma_load_w, + "USE_TMA_STORE": use_tma_store, + } + ) + kernel = _autotuned_grouped_gemm_dX_kernel if autotune else _grouped_gemm_dX_kernel + compiled_kernel: triton.compiler.CompiledKernel = kernel[grid](**kernel_args) + + if autotune: + log_kernel_info(compiled_kernel, kernel.best_config) + else: + log_kernel_info(compiled_kernel) + return dX + + +def grouped_gemm_dW( + X: torch.Tensor, + dY: torch.Tensor, + m_sizes: torch.Tensor, + gather_indices: torch.Tensor, + topk: int, + BLOCK_SIZE_M: int = 32, + BLOCK_SIZE_N: int = 32, + BLOCK_SIZE_K: int = 32, + permute_x: bool = False, + permute_y: bool = False, + use_tma_load_dy: bool = False, + use_tma_load_x: bool = False, + use_tma_store: bool = False, + fuse_mul_pre: bool = False, + fuse_mul_post: bool = False, + num_warps: int = 4, + num_stages: int = 2, + flatten: bool = True, + autotune: bool = False, + debug: bool = False, +) -> torch.Tensor: + """ + X: (M, K) hidden states where M is the num_tokens if `permute_x` is True, otherwise `total_tokens` where `total_tokens = num_tokens * topk`. + dY: (M, N) + topk: number of experts to choose per token. + m_sizes: tokens assigned to each expert which correspond to the size of M in the respective GEMMs in the grouped GEMM. + gather_indices: (total_tokens,) indices of tokens assigned to each expert. E.g., slicing gather_indices by cumsum of m_sizes gives the indices of tokens assigned to each expert. + permute_x: whether X was permuted on load in the forward pass, typically only used for the first grouped GEMM in an MoE MLP to group tokens by expert. + - for the first grouped GEMM, we permuted on load -> X was [num_tokens, K] and stored y in expert grouped order [num_tokens * topk, K] + - in the backwards pass, we need to permute on load of X while loading dy in contiguous (expert grouped) order + - since we are writing out dW, there is no need to permute on store + permute_y: whether the output was permuted on store in the forward pass, typically only used for the second grouped GEMM in an MoE MLP to restore to the original token order. + - for the second grouped GEMM, we permuted on store -> y was permuted from expert grouped order to token order while X was loaded in expert grouped order since it was the output of the first grouped GEMM + - in the backwards pass, we need to permute on load of dy to get from token order to expert grouped order to match the order of X + - since we are writing out dW, there is no need to permute on store + use_tma_load_dy: use TMA for loading dy. use_tma_load_dy is incompatible with permute_y. TODO: add TMA gather / scatter support for Blackwell+ which will enable permute_y and use_tma_load_dy. + use_tma_load_x: use TMA for loading x. use_tma_load_x is incompatible with permute_x. TODO: add TMA gather / scatter support for Blackwell+ which will enable permute_x and use_tma_load_x. + use_tma_store: use TMA for storing dW. If TMA supported, this should always be enabled as it is faster than global memory store. + """ + assert not fuse_mul_pre, "fuse_mul_pre not supported" + assert not fuse_mul_post, "fuse_mul_post not supported" + NUM_SMS = ( + torch.cuda.get_device_properties("cuda").multi_processor_count + if not debug + else 1 + ) + X = X.view(-1, X.shape[-1]).contiguous() + dY = dY.contiguous() + m_sizes = m_sizes.contiguous() + + # Preconditions + assert not (permute_x and permute_y), "Cannot permute both X and Y" + assert not (permute_y and use_tma_load_dy), "Cannot use both TMA load and permute_y" + assert not (permute_x and use_tma_load_x), "Cannot use both TMA load and permute_x" + + use_tma = use_tma_load_dy or use_tma_load_x or use_tma_store + if not supports_tma() and use_tma: + warnings.warn("TMA not supported, tma_load will be set to False") + use_tma_load_x = False + use_tma_load_dy = False + use_tma_store = False + + if use_tma or autotune: + + def alloc_fn(size: int, alignment: int, stream: int): + return torch.empty(size, device="cuda", dtype=torch.int8) + + triton.set_allocator(alloc_fn) + + if permute_x or permute_y: + assert gather_indices is not None + assert gather_indices.is_contiguous() + assert gather_indices.device.type == "cuda" + assert gather_indices.ndim == 1 + total_tokens = gather_indices.shape[0] + num_tokens = total_tokens // topk + if permute_x: + assert X.shape[0] == num_tokens + else: + assert X.shape[0] == total_tokens + else: + total_tokens = X.shape[0] + num_tokens = total_tokens // topk + + num_experts = m_sizes.shape[0] + # Get dimensions + _, K = X.shape + M_grad, N = dY.shape + + assert M_grad == total_tokens, f"dY M ({M_grad}) != total_tokens ({total_tokens})" + + dW = torch.zeros((num_experts, N, K), device=X.device, dtype=X.dtype) + + if not autotune: + BLOCK_SIZE_M = min(total_tokens, BLOCK_SIZE_M) + BLOCK_SIZE_N = min(N, BLOCK_SIZE_N) + BLOCK_SIZE_K = min(K, BLOCK_SIZE_K) + + def grid(META): + return (NUM_SMS,) + + if debug: + print( + f"DEBUG::GROUPED_GEMM_DW_TMA {num_experts=} {N=} {K=} {BLOCK_SIZE_M=} {BLOCK_SIZE_N=} {BLOCK_SIZE_K=} {NUM_SMS=}" + ) + + print(f"DEBUG::GROUPED_GEMM_DW_TMA {m_sizes.tolist()=}") + print(f"DEBUG::GROUPED_GEMM_DW_TMA {gather_indices.tolist()=}") + m_start = 0 + for i in range(num_experts): + expert_token_idx = gather_indices[m_start : m_start + m_sizes[i]] + t_start = 0 + while t_start < m_sizes[i]: + token_idx = expert_token_idx[t_start : t_start + BLOCK_SIZE_M] + if permute_x: + token_idx = token_idx // topk + print( + f"DEBUG::GROUPED_GEMM_DW_TMA Token expert {i} indices: {token_idx.tolist()}" + ) + t_start += BLOCK_SIZE_M + + m_start += m_sizes[i] + + kernel_args = { + # Inputs + "x_ptr": X, + "dY_ptr": dY, + "m_sizes_ptr": m_sizes, + "gather_indices_ptr": gather_indices, + # Output + "dW_ptr": dW, + # Problem sizes + "NUM_TOKENS": num_tokens, + "TOPK": topk, + "NUM_EXPERTS": num_experts, + "N": N, + "K": K, + "NUM_SMS": NUM_SMS, + # Gather / Scatter + "PERMUTE_X": permute_x, + "PERMUTE_Y": permute_y, + # Loop pipelining + "FLATTEN": flatten, + } + + if not autotune: + kernel_args.update( + { + "BLOCK_SIZE_M": BLOCK_SIZE_M, + "BLOCK_SIZE_N": BLOCK_SIZE_N, + "BLOCK_SIZE_K": BLOCK_SIZE_K, + "USE_TMA_LOAD_dY": use_tma_load_dy, + "USE_TMA_LOAD_X": use_tma_load_x, + "USE_TMA_STORE": use_tma_store, + "num_warps": num_warps, + "num_stages": num_stages, + } + ) + + kernel = _autotuned_grouped_gemm_dW_kernel if autotune else _grouped_gemm_dW_kernel + compiled_kernel: triton.compiler.CompiledKernel = kernel[grid](**kernel_args) + + if autotune: + log_kernel_info(compiled_kernel, kernel.best_config) + else: + log_kernel_info(compiled_kernel) + + return dW + + +class GroupedGemm(torch.autograd.Function): + @staticmethod + def forward( + ctx, + X, + W, + m_sizes, + topk, + gather_indices, + permute_x, + permute_y, + topk_weights, + fuse_mul_post, + kernel_config_fwd, + kernel_config_bwd_dX, + kernel_config_bwd_dW, + autotune, + dX_only, + dW_only, + ): + ctx.topk = topk + ctx.permute_x = permute_x + ctx.permute_y = permute_y + ctx.fuse_mul_post = fuse_mul_post + ctx.kernel_config_fwd = kernel_config_fwd + ctx.kernel_config_bwd_dX = kernel_config_bwd_dX + ctx.kernel_config_bwd_dW = kernel_config_bwd_dW + ctx.autotune = autotune + ctx.dX_only = dX_only + ctx.dW_only = dW_only + + # NOTE: we don't save topk_weights for backward since we do not support training with fused_mul + ctx.save_for_backward(X, W, m_sizes, gather_indices) + + fwd_config = {} + if kernel_config_fwd is not None: + fwd_config["BLOCK_SIZE_M"] = kernel_config_fwd.BLOCK_SIZE_M + fwd_config["BLOCK_SIZE_N"] = kernel_config_fwd.BLOCK_SIZE_N + fwd_config["BLOCK_SIZE_K"] = kernel_config_fwd.BLOCK_SIZE_K + fwd_config["num_warps"] = kernel_config_fwd.num_warps + fwd_config["num_stages"] = kernel_config_fwd.num_stages + fwd_config["use_tma_load_x"] = kernel_config_fwd.use_tma_load_x + fwd_config["use_tma_load_w"] = kernel_config_fwd.use_tma_load_w + fwd_config["use_tma_store"] = kernel_config_fwd.use_tma_store + + return grouped_gemm_forward( + X=X, + W=W, + topk=topk, + m_sizes=m_sizes, + gather_indices=gather_indices, + topk_weights=topk_weights, + permute_x=permute_x, + permute_y=permute_y, + fuse_mul_post=fuse_mul_post, + # Autotune -- this will override the manual kernel config if true + autotune=autotune, + # Manual kernel config + **fwd_config, + ) + + @staticmethod + def backward(ctx, dY): + X, W, m_sizes, gather_indices = ctx.saved_tensors + topk = ctx.topk + permute_x = ctx.permute_x + permute_y = ctx.permute_y + fuse_mul_post = ctx.fuse_mul_post + kernel_config_bwd_dX = ctx.kernel_config_bwd_dX + kernel_config_bwd_dW = ctx.kernel_config_bwd_dW + autotune = ctx.autotune + dX_only = ctx.dX_only + dW_only = ctx.dW_only + + if not autotune: + if not dW_only: + assert kernel_config_bwd_dX is not None, ( + "kernel_config_bwd_dX must be provided if autotune is False" + ) + if not dX_only: + assert kernel_config_bwd_dW is not None, ( + "kernel_config_bwd_dW must be provided if autotune is False" + ) + + assert not fuse_mul_post, ( + "fused_mul should only be used for inference, not for training" + ) + + if not dX_only: + bwd_dW_config = {} + + if kernel_config_bwd_dW is not None: + bwd_dW_config["use_tma_load_dy"] = kernel_config_bwd_dW.use_tma_load_dy + bwd_dW_config["use_tma_load_x"] = kernel_config_bwd_dW.use_tma_load_x + bwd_dW_config["use_tma_store"] = kernel_config_bwd_dW.use_tma_store + bwd_dW_config["BLOCK_SIZE_M"] = kernel_config_bwd_dW.BLOCK_SIZE_M + bwd_dW_config["BLOCK_SIZE_N"] = kernel_config_bwd_dW.BLOCK_SIZE_N + bwd_dW_config["BLOCK_SIZE_K"] = kernel_config_bwd_dW.BLOCK_SIZE_K + bwd_dW_config["num_warps"] = kernel_config_bwd_dW.num_warps + bwd_dW_config["num_stages"] = kernel_config_bwd_dW.num_stages + + dW = grouped_gemm_dW( + X=X, + dY=dY, + m_sizes=m_sizes, + gather_indices=gather_indices, + topk=topk, + permute_x=permute_x, + permute_y=permute_y, + # Autotune -- this will override the manual kernel config if true + autotune=autotune, + # Manual kernel config + **bwd_dW_config, + ) + else: + dW = None + + if not dW_only: + bwd_dX_config = {} + if kernel_config_bwd_dX is not None: + bwd_dX_config["use_tma_load_dy"] = kernel_config_bwd_dX.use_tma_load_dy + bwd_dX_config["use_tma_load_w"] = kernel_config_bwd_dX.use_tma_load_w + bwd_dX_config["use_tma_store"] = kernel_config_bwd_dX.use_tma_store + bwd_dX_config["BLOCK_SIZE_M"] = kernel_config_bwd_dX.BLOCK_SIZE_M + bwd_dX_config["BLOCK_SIZE_N"] = kernel_config_bwd_dX.BLOCK_SIZE_N + bwd_dX_config["BLOCK_SIZE_K"] = kernel_config_bwd_dX.BLOCK_SIZE_K + bwd_dX_config["num_warps"] = kernel_config_bwd_dX.num_warps + bwd_dX_config["num_stages"] = kernel_config_bwd_dX.num_stages + + dX = grouped_gemm_dX( + dY=dY, + W=W, + m_sizes=m_sizes, + gather_indices=gather_indices, + topk=topk, + permute_x=permute_x, + permute_y=permute_y, + # Autotune -- this will override the manual kernel config if true + autotune=autotune, + # Manual kernel config + **bwd_dX_config, + ) + + if topk > 1 and permute_x: + dX = dX.view(X.shape[0], topk, -1).sum(dim=1) + else: + dX = None + + return ( + dX, + dW, + None, # m_sizes + None, # gather_indices + None, # topk + None, # permute_x + None, # permute_y + None, # topk_weights + None, # fuse_mul_post + None, # kernel_config_fwd + None, # kernel_config_bwd_dX + None, # kernel_config_bwd_dW + None, # autotune + None, # dX_only + None, # dW_only + ) + + +def check_valid_config_fwd( + permute_x, + permute_y, + use_tma_load_x, + use_tma_load_w, + use_tma_store, + fuse_mul_post, + is_first_gemm, +): + """ + Check if the configuration is valid for the forward pass. + """ + is_second_gemm = not is_first_gemm + + assert not (permute_x and permute_y), "Cannot permute both X and Y" + assert not (is_second_gemm and permute_x), ( + "Cannot permute X for the second grouped GEMM" + ) + assert not (is_first_gemm and permute_y), ( + "Cannot permute Y for the first grouped GEMM" + ) + assert not (fuse_mul_post and is_first_gemm), ( + "Cannot fuse mul for the first grouped GEMM" + ) + assert not (use_tma_load_x and permute_x), ( + "Cannot use TMA load and permute X unless on sm100+ (Blackwell+)" + ) + assert not (use_tma_store and permute_y and is_second_gemm), ( + "Cannot use TMA store and permute Y for the second grouped GEMM unless on sm100+ (Blackwell+)" + ) + + +def check_valid_config_bwd_dW( + permute_x, + permute_y, + use_tma_load_dY, + use_tma_load_x, + use_tma_store, + fuse_mul_post, + is_first_gemm, +): + """ + Check if the configuration is valid for the backward pass of dW. + """ + is_second_gemm = not is_first_gemm + if fuse_mul_post: + assert False, "Cannot fuse_mul is not supported for backward pass" + if is_second_gemm and permute_y and use_tma_load_dY: + assert False, "Cannot use TMA load and permute Y for the second grouped GEMM" + if is_first_gemm and permute_x and use_tma_load_x: + assert False, "Cannot use TMA load and permute X for the first grouped GEMM" + + +def check_valid_config_bwd_dX( + permute_x, + permute_y, + use_tma_load_dY, + use_tma_load_w, + use_tma_store, + fuse_mul_post, + is_first_gemm, +): + """ + Check if the configuration is valid for the backward pass of dW. + """ + is_second_gemm = not is_first_gemm + if fuse_mul_post: + assert False, "Cannot fuse_mul is not supported for backward pass" + if is_second_gemm and permute_y and use_tma_load_dY: + assert False, "Cannot use TMA load and permute Y for the second grouped GEMM" + if use_tma_store and permute_x and is_first_gemm: + assert False, "Cannot use TMA store and permute X for the first grouped GEMM" + + +def grouped_gemm( + X: torch.Tensor, + W: torch.Tensor, + m_sizes: torch.Tensor, + topk: int, + gather_indices: torch.Tensor = None, + permute_x: bool = False, + permute_y: bool = False, + topk_weights=None, + fuse_mul_post=False, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + autotune: bool = False, + is_first_gemm: bool = True, + # Only for debugging + dX_only: bool = False, + dW_only: bool = False, +): + """ + Grouped GEMM for MoE MLPs. + + The implementation offers a number of fusions specific to MoE: + - `permute_x`: fuse the permutation of hidden states from token order (original order) to grouped expert order, typically only needed for the first grouped GEMM in an MoE MLP. + - When `permute_x` is True, `X` is expected to be of shape (num_tokens, K). + - When `permute_x` is False, `X` is expected to be of shape (total_tokens, K) where `total_tokens = num_tokens * topk` AND already permuted to grouped expert order, i.e., hidden states are sorted such that tokens assigned to each expert are contiguous. + - `permute_y`: fused the permuation of the output from expert grouped order back to original token order, typically only needed for the second grouped GEMM in an MoE MLP. + - `fuse_mul`: fuse the multiplication of the routed output with topk_weights, used only when `permute_y` is True. NOTE: this should only be used when using this kernel for inference, not for training. + + X: (M, K) hidden states where M is the num_tokens if `permute_x` is True, otherwise `total_tokens` where `total_tokens = num_tokens * topk`. + W: (E, N, K) expert weights, where E is number of experts, N in the intermediate (output) dim, and K is the reduction dim + m_sizes: tokens assigned to each expert which correspond to the size of M in the respective GEMMs in the grouped GEMM. + gather_indices: (total_tokens,) indices of tokens assigned to each expert. E.g., slicing gather_indices by cumsum of m_sizes gives the indices of tokens assigned to each expert. Needed when either `permute_x` or `permute_y` is True. + topk_weights: (total_tokens,) weights to multiply routed output by in expert MLP calculation, used only when `fuse_mul` is True (see note on `fuse_mul`). + kernel_config_fwd: KernelConfigForward for forward pass. + kernel_config_bwd_dX: KernelConfigBackward_dX for backward pass of dX. + kernel_config_bwd_dW: KernelConfigBackward_dW for backward pass of dW. + autotune: whether to autotune the kernel, if yes, kernel_config_fwd, kernel_config_bwd_dX, and kernel_config_bwd_dW will be ignored. + is_first_gemm: whether this is the first grouped GEMM in an MoE MLP. This is needed to check whether kernel configs are valid. `permute_x` should only be used for first gemm; `permute_y` should only be used for second gemm. + This will impact whether TMA can be used for loading and storing. + + """ + if not autotune: + assert kernel_config_fwd is not None, ( + "kernel_config_fwd must be provided if autotune is False" + ) + + check_valid_config_fwd( + permute_x, + permute_y, + use_tma_load_x=kernel_config_fwd.use_tma_load_x, + use_tma_load_w=kernel_config_fwd.use_tma_load_w, + use_tma_store=kernel_config_fwd.use_tma_store, + fuse_mul_post=fuse_mul_post, + is_first_gemm=is_first_gemm, + ) + if kernel_config_bwd_dW is not None and not dX_only: + check_valid_config_bwd_dW( + permute_x, + permute_y, + use_tma_load_dY=kernel_config_bwd_dW.use_tma_load_dy, + use_tma_load_x=kernel_config_bwd_dW.use_tma_load_x, + use_tma_store=kernel_config_bwd_dW.use_tma_store, + fuse_mul_post=fuse_mul_post, + is_first_gemm=is_first_gemm, + ) + if kernel_config_bwd_dX is not None and not dW_only: + check_valid_config_bwd_dX( + permute_x, + permute_y, + use_tma_load_dY=kernel_config_bwd_dX.use_tma_load_dy, + use_tma_load_w=kernel_config_bwd_dX.use_tma_load_w, + use_tma_store=kernel_config_bwd_dX.use_tma_store, + fuse_mul_post=fuse_mul_post, + is_first_gemm=is_first_gemm, + ) + + if permute_x or permute_y: + assert gather_indices is not None, ( + "gather_indices is required when either permute_x or permute_y is True" + ) + + if fuse_mul_post: + assert topk_weights is not None, ( + "topk_weights is required when fuse_mul_post is True" + ) + + X = X.view(-1, X.shape[-1]) + m_sizes = m_sizes.view(-1) + gather_indices = gather_indices.view(-1) + + return GroupedGemm.apply( + X, + W, + m_sizes, + topk, + gather_indices, + permute_x, + permute_y, + topk_weights, + fuse_mul_post, + kernel_config_fwd, + kernel_config_bwd_dX, + kernel_config_bwd_dW, + autotune, + dX_only, + dW_only, + ) diff --git a/unsloth/kernels/moe/grouped_gemm/kernels/__init__.py b/unsloth/kernels/moe/grouped_gemm/kernels/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/unsloth/kernels/moe/grouped_gemm/kernels/autotuning.py b/unsloth/kernels/moe/grouped_gemm/kernels/autotuning.py new file mode 100644 index 0000000000..fb924ed368 --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/kernels/autotuning.py @@ -0,0 +1,393 @@ +""" +Autotuning utils +""" + +import logging +from itertools import product +from typing import List + +import torch +import triton + +logger = logging.getLogger(__name__) + +DEFAULT_M_BLOCK_SIZES = [64, 128] +DEFAULT_N_BLOCK_SIZES = [64, 128, 256] +DEFAULT_K_BLOCK_SIZES = [64, 128, 256] +DEFAULT_NUM_CTAS = 1 +DEFAULT_NUM_WARPS = [4, 8] +DEFAULT_NUM_STAGES = [3, 4, 5] +BOOLS = [True, False] + + +def val_to_list(val): + if val is None: + return None + elif isinstance(val, list): + return val + else: + return [val] + + +def convert_args_to_list(args): + return [val_to_list(arg) for arg in args] + + +def get_forward_configs( + BLOCK_M=DEFAULT_M_BLOCK_SIZES, + BLOCK_N=DEFAULT_N_BLOCK_SIZES, + BLOCK_K=DEFAULT_K_BLOCK_SIZES, + TMA_LOAD_X=True, + TMA_LOAD_W=True, + TMA_STORE=False, # NOTE: TMA_STORE is disabled for now + num_warps=DEFAULT_NUM_WARPS, + num_stages=DEFAULT_NUM_STAGES, + num_ctas=DEFAULT_NUM_CTAS, +): + ( + BLOCK_M, + BLOCK_N, + BLOCK_K, + TMA_LOAD_X, + TMA_LOAD_W, + TMA_STORE, + num_warps, + num_stages, + num_ctas, + ) = convert_args_to_list( + [ + BLOCK_M, + BLOCK_N, + BLOCK_K, + TMA_LOAD_X, + TMA_LOAD_W, + TMA_STORE, + num_warps, + num_stages, + num_ctas, + ] + ) + kernel_configs = [] + for ( + block_m, + block_n, + block_k, + w, + s, + tma_load_x, + tma_load_w, + tma_store, + num_ctas, + ) in product( + BLOCK_M, + BLOCK_N, + BLOCK_K, + num_warps, + num_stages, + TMA_LOAD_X, + TMA_LOAD_W, + TMA_STORE, + num_ctas, + ): + kernel_configs.append( + triton.Config( + dict( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + USE_TMA_LOAD_X=tma_load_x, + USE_TMA_LOAD_W=tma_load_w, + USE_TMA_STORE=tma_store, + ), + num_warps=w, + num_stages=s, + num_ctas=num_ctas, + ) + ) + + return kernel_configs + + +def get_dX_kernel_configs( + BLOCK_M=DEFAULT_M_BLOCK_SIZES, + BLOCK_N=DEFAULT_N_BLOCK_SIZES, + BLOCK_K=DEFAULT_K_BLOCK_SIZES, + TMA_LOAD_dY=True, + TMA_LOAD_W=True, + TMA_STORE=False, # NOTE: TMA_STORE is disabled for now + num_warps=DEFAULT_NUM_WARPS, + num_stages=DEFAULT_NUM_STAGES, + num_ctas=DEFAULT_NUM_CTAS, +): + ( + BLOCK_M, + BLOCK_N, + BLOCK_K, + TMA_LOAD_dY, + TMA_LOAD_W, + TMA_STORE, + num_warps, + num_stages, + num_ctas, + ) = convert_args_to_list( + [ + BLOCK_M, + BLOCK_N, + BLOCK_K, + TMA_LOAD_dY, + TMA_LOAD_W, + TMA_STORE, + num_warps, + num_stages, + num_ctas, + ] + ) + kernel_configs = [] + for ( + block_m, + block_n, + block_k, + w, + s, + tma_load_dy, + tma_load_w, + tma_store, + num_ctas, + ) in product( + BLOCK_M, + BLOCK_N, + BLOCK_K, + num_warps, + num_stages, + TMA_LOAD_dY, + TMA_LOAD_W, + TMA_STORE, + num_ctas, + ): + kernel_configs.append( + triton.Config( + dict( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + USE_TMA_LOAD_dY=tma_load_dy, + USE_TMA_LOAD_W=tma_load_w, + USE_TMA_STORE=tma_store, + ), + num_warps=w, + num_stages=s, + num_ctas=num_ctas, + ) + ) + + return kernel_configs + + +def get_dW_kernel_configs( + BLOCK_M=DEFAULT_M_BLOCK_SIZES, + BLOCK_N=DEFAULT_N_BLOCK_SIZES, + BLOCK_K=DEFAULT_K_BLOCK_SIZES, + num_warps=DEFAULT_NUM_WARPS, + num_stages=DEFAULT_NUM_STAGES, + num_ctas=DEFAULT_NUM_CTAS, + TMA_LOAD_dY=True, + TMA_LOAD_X=True, + TMA_STORE=False, +): + ( + BLOCK_M, + BLOCK_N, + BLOCK_K, + num_warps, + num_stages, + num_ctas, + TMA_LOAD_dY, + TMA_LOAD_X, + TMA_STORE, + ) = convert_args_to_list( + [ + BLOCK_M, + BLOCK_N, + BLOCK_K, + num_warps, + num_stages, + num_ctas, + TMA_LOAD_dY, + TMA_LOAD_X, + TMA_STORE, + ] + ) + kernel_configs = [] + for ( + block_m, + block_n, + block_k, + w, + s, + tma_load_dy, + tma_load_x, + tma_store, + num_ctas, + ) in product( + BLOCK_M, + BLOCK_N, + BLOCK_K, + num_warps, + num_stages, + TMA_LOAD_dY, + TMA_LOAD_X, + TMA_STORE, + num_ctas, + ): + kernel_configs.append( + triton.Config( + dict( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + USE_TMA_LOAD_dY=tma_load_dy, + USE_TMA_LOAD_X=tma_load_x, + USE_TMA_STORE=tma_store, + ), + num_warps=w, + num_stages=s, + num_ctas=num_ctas, + ) + ) + + return kernel_configs + + +def estimate_smem_reqs( + num_stages: int, + BLOCK_SIZE_M: int, + BLOCK_SIZE_N: int, + BLOCK_SIZE_K: int, + dtype: torch.dtype, +): + num_bytes = dtype.itemsize + return ( + num_stages * BLOCK_SIZE_K * (BLOCK_SIZE_M + BLOCK_SIZE_N) + + BLOCK_SIZE_M * BLOCK_SIZE_N + ) * num_bytes + + +def exceeds_smem_capacity( + num_stages: int, + BLOCK_SIZE_M: int, + BLOCK_SIZE_N: int, + BLOCK_SIZE_K: int, + dtype: torch.dtype, + smem_size: int, + slack: float = 50000, +): + smem_reqs = estimate_smem_reqs( + num_stages, BLOCK_SIZE_M, BLOCK_SIZE_N, BLOCK_SIZE_K, dtype + ) + return smem_reqs > smem_size + slack + + +def common_prune_criteria(config: triton.Config, kwargs: dict, dtype): + from grouped_gemm.interface import supports_tma + from grouped_gemm.kernels.tuning import get_device_properties + + smem_size = get_device_properties().SIZE_SMEM + + num_stages = config.num_stages + BLOCK_SIZE_M = config.kwargs["BLOCK_SIZE_M"] + BLOCK_SIZE_N = config.kwargs["BLOCK_SIZE_N"] + BLOCK_SIZE_K = config.kwargs["BLOCK_SIZE_K"] + + num_tokens = kwargs["NUM_TOKENS"] + num_experts = kwargs["NUM_EXPERTS"] + permute_x = kwargs["PERMUTE_X"] + permute_y = kwargs["PERMUTE_Y"] + tokens_per_expert = num_tokens // num_experts + + # use_tma = [k for k in config.kwargs.keys() if k.startswith("USE_TMA_")] + MIN_BLOCK_SIZE_M = DEFAULT_M_BLOCK_SIZES[0] + if exceeds_smem_capacity( + num_stages, BLOCK_SIZE_M, BLOCK_SIZE_N, BLOCK_SIZE_K, dtype, smem_size + ): + return True + if BLOCK_SIZE_M > tokens_per_expert * 2 and tokens_per_expert > MIN_BLOCK_SIZE_M: + return True + if permute_x and permute_y: + return True + # if not supports_tma() and any(use_tma): + # return True + return False + + +def maybe_disable_tma(config: triton.Config): + from grouped_gemm.interface import supports_tma + + tma_keys = [k for k in config.kwargs.keys() if k.startswith("USE_TMA_")] + if not supports_tma(): + logger.info("Disabling TMA") + for k in tma_keys: + config.kwargs[k] = False + + +def prune_kernel_configs_fwd(configs: list[triton.Config], args, **kwargs): + x = kwargs["x_ptr"] + dtype = x.dtype + + logger.debug(f"Pruning configs: {len(configs)}") + + pruned_configs = [] + for config in configs: + # disable TMA if gpu does not support it + maybe_disable_tma(config) + + if common_prune_criteria(config, kwargs, dtype): + continue + if config.kwargs["USE_TMA_LOAD_X"] and kwargs["PERMUTE_X"]: + # Dynamically disable TMA_LOAD_X for permuted X + config.kwargs["USE_TMA_LOAD_X"] = False + if config.kwargs["USE_TMA_STORE"] and kwargs["PERMUTE_Y"]: + continue + + pruned_configs.append(config) + + logger.debug(f"Pruned configs: {len(pruned_configs)}") + return pruned_configs + + +def prune_dX_configs(configs: List[triton.Config], args, **kwargs): + dtype = kwargs["w_ptr"].dtype + + logger.debug(f"Pruning configs: {len(configs)}") + pruned_configs = [] + + for config in configs: + if common_prune_criteria(config, kwargs, dtype): + continue + if config.kwargs["USE_TMA_LOAD_dY"] and kwargs["PERMUTE_Y"]: + # dynamically disable TMA_LOAD_dY for permuted Y + config.kwargs["USE_TMA_LOAD_dY"] = False + if config.kwargs["USE_TMA_STORE"] and kwargs["PERMUTE_X"]: + continue + pruned_configs.append(config) + + logger.debug(f"Pruned configs: {len(pruned_configs)}") + return pruned_configs + + +def prune_kernel_configs_backward_dW(configs: list[triton.Config], args, **kwargs): + dtype = kwargs["x_ptr"].dtype + + pruned_configs = [] + logger.debug(f"Pruning configs: {len(configs)}") + + for config in configs: + if common_prune_criteria(config, kwargs, dtype): + continue + if config.kwargs["USE_TMA_LOAD_dY"] and kwargs["PERMUTE_Y"]: + config.kwargs["USE_TMA_LOAD_dY"] = False + if config.kwargs["USE_TMA_LOAD_X"] and kwargs["PERMUTE_X"]: + config.kwargs["USE_TMA_LOAD_X"] = False + pruned_configs.append(config) + + logger.debug(f"Pruned configs: {len(pruned_configs)}") + return pruned_configs diff --git a/unsloth/kernels/moe/grouped_gemm/kernels/backward.py b/unsloth/kernels/moe/grouped_gemm/kernels/backward.py new file mode 100644 index 0000000000..962e9997b4 --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/kernels/backward.py @@ -0,0 +1,499 @@ +import torch +import triton +import triton.language as tl + +from grouped_gemm.kernels.autotuning import ( + get_dW_kernel_configs, + get_dX_kernel_configs, + prune_dX_configs, + prune_kernel_configs_backward_dW, +) + +""" +dX backward kernel + +- Shapes + - the forward pass input X shape is [NUM_TOKENS, K] if permute_x else [NUM_TOKENS * TOPK, K]; output y is [NUM_TOKENS * TOPK, N] + - the backward pass input dy shape is [NUM_TOKENS * TOPK, N], reduce across N, output dX is [NUM_TOKENS * TOPK, K] +- Note that in the backward pass, the output size is still [NUM_TOKENS * TOPK, K] since we still need to accumulate gradients for each expert chosen by the token in a post-processing step. + +`permute_x` notes: +- In the forward pass, if we permute X on load, we need to permute on store in the backward pass to restore to original token order +- the output dX with have shape [NUM_TOKENS * TOPK, K] and we need to perform an additional reduction across topk to accumulate gradients +- This is done as a post-processing step in autograd.Function. +- If not `permute_x`, this postprocessing step should take place outside autograd.Function such that the gradient shape matches the input X shape. + +`permute_y` notes: +- In the forward pass, if we permuted output on store (e.g., in the second grouped GEMM in fused MoE MLP), we need to permute on load to get from token order to expert grouped order +- We still store in contiguous order since we are writing out dX which will be the input to the backwards pass of the first grouped GEMM + +`fused_mul` notes: +- In the forward pass, if we used the multiplication of topk weights (e.g., in the second grouped GEMM in fused MoE MLP), we need to make a few additional changes: + 1) We load topk_weights in natural (token) order. Since we only enable `fuse_mul` when permuting on store (`permute_y`), we multiply grad_output by topk_weights before backpropagating + 2) We need to calculate the gradient of the topk_weights. This gets messy since we need do an additioanl elementwise multiplication in the GEMM main loop and then write out in unpermuted order. For now, we do not fuse this step but calculate as a simple + +Invalid combinations: +- permute_y and use_tma_load: permuting y on store in forward -> load in permuted order in backward, therefore can't use TMA load (unless Blackwell which supports gather / scatter TMA) +- permute_x and use_tma_store: permuting x on load in forward -> store in permuted order in backward, therefore can't use TMA store (unless Blackwell which supports gather / scatter TMA) + +TODO: +- We define indices for all conditions and expect that unused indices will be DCE'd during compilation. Check that this is the case otherwise will result in unnecessary register usage. +""" + + +@triton.jit +def _grouped_gemm_dX_kernel( + dY_ptr, # [M_total, N] + w_ptr, # [E, N, K] + dX_ptr, # [M_total, K] + gather_indices_ptr, + m_sizes_ptr, + # problem sizes + NUM_EXPERTS: tl.constexpr, + NUM_TOKENS: tl.constexpr, + TOPK: tl.constexpr, + N: tl.constexpr, + K: tl.constexpr, + NUM_SMS: tl.constexpr, + # Tuning parameters + BLOCK_SIZE_M: tl.constexpr, + BLOCK_SIZE_N: tl.constexpr, + BLOCK_SIZE_K: tl.constexpr, + PERMUTE_X: tl.constexpr = False, + PERMUTE_Y: tl.constexpr = False, + USE_TMA_LOAD_W: tl.constexpr = False, + USE_TMA_LOAD_dY: tl.constexpr = False, + USE_TMA_STORE: tl.constexpr = False, + FLATTEN: tl.constexpr = True, +) -> None: + TOTAL_TOKENS: tl.constexpr = NUM_TOKENS * TOPK + output_dtype = dX_ptr.dtype.element_ty + + tidx = tl.program_id(0) + # This removes the need for predication along N in the GEMM main loop + tl.static_assert(N % BLOCK_SIZE_N == 0, "N must be divisible by BLOCK_SIZE_N") + tl.static_assert(K % BLOCK_SIZE_K == 0, "K must be divisible by BLOCK_SIZE_K") + + # Create TMA descriptors for loading sorted tokens + # When using TMA load, we don't permute_x, so shape should be [TOTAL_TOKENS, K] + # Also, we are defining a single global descriptor with single block shape + # Need to check that this does not result in errors when crossing expert boundaries + if USE_TMA_LOAD_dY: + dY_desc = tl._experimental_make_tensor_descriptor( + dY_ptr, + shape=[TOTAL_TOKENS, N], + strides=[N, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_N], + ) + + if USE_TMA_LOAD_W: + expert_stride = N * K + w_desc = tl._experimental_make_tensor_descriptor( + w_ptr, + shape=[NUM_EXPERTS, N, K], + strides=[expert_stride, K, 1], + block_shape=[1, BLOCK_SIZE_N, BLOCK_SIZE_K], + ) + + m_end = 0 + processed_tiles = 0 + m_block_range = tl.arange(0, BLOCK_SIZE_M) + n_block_range = tl.arange(0, BLOCK_SIZE_N) + k_block_range = tl.arange(0, BLOCK_SIZE_K) + + for expert_idx in range(NUM_EXPERTS, flatten=FLATTEN): + m_start = m_end + m_size = tl.load(m_sizes_ptr + expert_idx).to(tl.int32) + m_end = m_start + m_size + + if m_size > 0: + # Advance n offset to the weights for that respective expert + n_start = expert_idx * N + # N_start_offset = g.to(tl.int64) * N + # tiles for this group's GEMM + num_m_tiles = tl.cdiv(m_size, BLOCK_SIZE_M) + num_k_tiles = tl.cdiv(K, BLOCK_SIZE_K) + num_tiles_per_expert = num_m_tiles * num_k_tiles + + if USE_TMA_STORE: + # Need to define descript within loop to predicate store along M + tl.static_assert( + K % BLOCK_SIZE_K == 0, "K must be divisible by BLOCK_SIZE_K" + ) + dX_desc = tl._experimental_make_tensor_descriptor( + dX_ptr, + shape=[m_end, K], + strides=[K, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_K], + ) + + # Lower bound and upper bound are defined relative to the total tiles processed so far + # This ensures that we are only processing tiles for the current expert group AND + # we never exceed the total number of tiles for all expert groups + while tidx >= processed_tiles and tidx < ( + processed_tiles + num_tiles_per_expert + ): + group_index = tidx - processed_tiles + + # Output tile for this thread block for this expert group + tile_m_idx = group_index % num_m_tiles + tile_k_idx = group_index // num_m_tiles + + if PERMUTE_X or PERMUTE_Y: + # These will be used for loading and storing in permuted order + gather_offsets = tile_m_idx * BLOCK_SIZE_M + m_block_range + # indices_to_gather = m_start + gather_offsets + indices_to_gather = m_start + tl.max_contiguous( + tl.multiple_of(gather_offsets % m_size, BLOCK_SIZE_M), + BLOCK_SIZE_M, + ) + expert_token_idx = tl.load( + gather_indices_ptr + indices_to_gather, + mask=indices_to_gather < TOTAL_TOKENS, + ) + expert_token_offsets = expert_token_idx[:, None] + + # Masks for permuted load and store + row_mask = gather_offsets < m_size + row_mask = row_mask[:, None] + + # We only take into account the following two cases: (PERMUTE_X and NOT PERMUTE_Y) and (NOT PERMUTE_X and PERMUTE_Y) + # Hence, we can make the following simplifying assumptions when loading and storing + # Note the different strides between the two cases: the offsets for loading and storing are flipped and the strides must also be adjusted + + if PERMUTE_X: + # Case where we permuted on load in the forward pass (typically first grouped GEMM in MoE MLP) + load_a_idx = ( + indices_to_gather[:, None] * N + ) # Load in contiguous (expert grouped) order + store_idx = ( + expert_token_offsets * K + ) # Permute on store from expert -> token order + else: + # Case where we permuted on store in the forward pass (typically second grouped GEMM in MoE MLP) + load_a_idx = ( + expert_token_offsets * N + ) # Permute on load from token -> expert order + store_idx = ( + indices_to_gather[:, None] * K + ) # Store in contiguous order + else: + # # Position in full matrix - needed for TMA + # m_offset = (M_start + (tile_m_idx * BLOCK_SIZE_M)).to(tl.int32) + # k_offset = (tile_k_idx * BLOCK_SIZE_K).to(tl.int32) + # Offsets *relative* to the *current* expert -- m_start will then advance to this expert's start token + offs_am = tile_m_idx * BLOCK_SIZE_M + m_block_range + + # [M, N] @ [N, K] -> [M, K] => Stride for A is N, stride for B is K + # We need two additional offsets: + # 1. For A, m_start to advance to this expert's start token + # 2. For B, n_start to advance to this expert's weights since we are passing in an [E, N, K] weight matrix + row_offsets_a = m_start + offs_am[:, None] + load_a_idx = row_offsets_a * N + store_idx = row_offsets_a * K + row_mask = offs_am[:, None] < m_size + + if not USE_TMA_LOAD_dY: + dY_ptrs = dY_ptr + load_a_idx + n_block_range[None, :] + + offs_bk = tile_k_idx * BLOCK_SIZE_K + k_block_range + if not USE_TMA_LOAD_W: + row_offsets_b = n_start + n_block_range + # offs_bn = n_start + n_block_range + # row_offsets_b = tl.max_contiguous(tl.multiple_of(offs_bn, BLOCK_SIZE_N), BLOCK_SIZE_N) + w_ptrs = w_ptr + row_offsets_b[:, None] * K + offs_bk[None, :] + + # TODO: check whether predication along K is needed since we checked that K is divisible by BLOCK_SIZE_K in the forward kernel + # col_mask = offs_bk[None, :] < K + store_mask = row_mask # & col_mask + + accumulator = tl.zeros((BLOCK_SIZE_M, BLOCK_SIZE_K), dtype=tl.float32) + + # GEMM main loop + for n_offset in range(0, N, BLOCK_SIZE_N): + # dY block [M, N] + if not USE_TMA_LOAD_dY: + dY = tl.load(dY_ptrs, mask=row_mask) + else: + dY = dY_desc.load( + [m_start + tile_m_idx * BLOCK_SIZE_M, n_offset] + ) + + if not USE_TMA_LOAD_W: + w = tl.load(w_ptrs) # , mask=col_mask) + else: + w = w_desc.load( + [expert_idx, n_offset, tile_k_idx * BLOCK_SIZE_K] + ) + w = tl.reshape(w, (BLOCK_SIZE_N, BLOCK_SIZE_K)) + # TODO: check if predication along K is needed since we checked that K is divisible by BLOCK_SIZE_K in the forward kernel + + # [M, N] @ [N, K] -> [M, K] + accumulator += tl.dot(dY, w) # NOTE: no transpose of b + + # Advance A along contiguous dimension + if not USE_TMA_LOAD_dY: + dY_ptrs += BLOCK_SIZE_N + # Note we are no longer advancing B along contiguous dimension since weights are arranged as [N, K] + # Instead, we need to stride by K to advance to the [N_BLOCK_SIZE, K_BLOCK_SIZE] tile + if not USE_TMA_LOAD_W: + w_ptrs += BLOCK_SIZE_N * K + + dX = accumulator.to(output_dtype) + + # Writing out a BLOCK_M x BLOCK_K tile, so we need to stride by K + if USE_TMA_STORE: + offset_m = tile_m_idx * BLOCK_SIZE_M # .to(tl.int32) + offset_k = tile_k_idx * BLOCK_SIZE_K # .to(tl.int32) + dX_desc.store([m_start + offset_m, offset_k], dX) + else: + tl.store( + dX_ptr + store_idx + offs_bk[None, :], + dX, + mask=store_mask, + ) + + # Move to the next tile within this expert group + tidx += NUM_SMS + + # Update the total tiles count for the next expert group + processed_tiles += num_tiles_per_expert + + +_autotuned_grouped_gemm_dX_kernel = triton.autotune( + configs=get_dX_kernel_configs(), + prune_configs_by={"early_config_prune": prune_dX_configs}, + key=["NUM_EXPERTS", "NUM_TOKENS", "N", "K", "PERMUTE_X", "PERMUTE_Y"], +)(_grouped_gemm_dX_kernel) + +""" +notes on permute_x: +- for the first grouped GEMM, we permuted on load -> X was [num_tokens, K] and stored y in expert grouped order [num_tokens * topk, K] +- in the backwards pass, we need to permute on load of X while loading dy in contiguous (expert grouped) order +- since we are writing out dW, there is no need to permute on store + +notes on permute_y: +- for the second grouped GEMM, we permuted on store -> y was permuted from expert grouped order to token order, x was loaded in expert grouped order since it was the output of the first grouped GEMM +- in the backwards pass, we need to permute on load of dy to get from token order to expert grouped order to match the order of X +- since we are writing out dW, there is no need to permute on store + +notes on TMA loading: +- if we're TMA loading both X and dY, then we need to mask along the M dimension +to account for expert boundaries +- we can either + - define TMA descriptors within the outer for loop to predicate loads + or + - mask along M after loading +""" + + +@triton.jit +def _grouped_gemm_dW_kernel( + x_ptr, + dY_ptr, + dW_ptr, + m_sizes_ptr, + gather_indices_ptr, + # problem sizes + NUM_TOKENS: tl.constexpr, + TOPK: tl.constexpr, + NUM_EXPERTS: tl.constexpr, + N: tl.constexpr, + K: tl.constexpr, + NUM_SMS: tl.constexpr, + BLOCK_SIZE_N: tl.constexpr, + BLOCK_SIZE_K: tl.constexpr, + BLOCK_SIZE_M: tl.constexpr, + PERMUTE_X: tl.constexpr = False, + PERMUTE_Y: tl.constexpr = False, + USE_TMA_LOAD_dY: tl.constexpr = False, + USE_TMA_LOAD_X: tl.constexpr = False, + USE_TMA_STORE: tl.constexpr = False, + FLATTEN: tl.constexpr = True, + acc_dtype: tl.constexpr = tl.float32, +) -> None: + TOTAL_TOKENS: tl.constexpr = NUM_TOKENS * TOPK + TMA_LOAD_BOTH: tl.constexpr = USE_TMA_LOAD_X and USE_TMA_LOAD_dY + + tidx = tl.program_id(0) + output_dtype = dW_ptr.dtype.element_ty + + if USE_TMA_LOAD_dY and not TMA_LOAD_BOTH: + dY_desc = tl._experimental_make_tensor_descriptor( + dY_ptr, + shape=[TOTAL_TOKENS, N], + strides=[N, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_N], + ) + + if USE_TMA_LOAD_X and not TMA_LOAD_BOTH: + x_desc = tl._experimental_make_tensor_descriptor( + x_ptr, + shape=[TOTAL_TOKENS, K], + strides=[K, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_K], + ) + # Output tiles per expert, since each expert weight matrix is [N, K] + num_n_tiles = tl.cdiv(N, BLOCK_SIZE_N) + num_k_tiles = tl.cdiv(K, BLOCK_SIZE_K) + output_tiles_per_expert = num_n_tiles * num_k_tiles + + block_range_m = tl.arange(0, BLOCK_SIZE_M) + block_range_n = tl.arange(0, BLOCK_SIZE_N) + block_range_k = tl.arange(0, BLOCK_SIZE_K) + + # NOTE: Important that N % BLOCK_SIZE_N == 0 and K % BLOCK_SIZE_K == 0 when using TMA store + if USE_TMA_STORE: + tl.static_assert(N % BLOCK_SIZE_N == 0, "N must be divisible by BLOCK_SIZE_N") + tl.static_assert(K % BLOCK_SIZE_K == 0, "K must be divisible by BLOCK_SIZE_K") + dW_desc = tl._experimental_make_tensor_descriptor( + dW_ptr, + shape=[NUM_EXPERTS, N, K], + strides=[N * K, K, 1], + block_shape=[1, BLOCK_SIZE_N, BLOCK_SIZE_K], + ) + + for tile_idx in range( + tidx, output_tiles_per_expert, NUM_SMS + ): # , flatten=FLATTEN): + # Output tile index + tile_n_idx = tile_idx % num_n_tiles + tile_k_idx = tile_idx // num_n_tiles + + # Output tile offsets + n_offset = tile_n_idx * BLOCK_SIZE_N + k_offset = tile_k_idx * BLOCK_SIZE_K + + # For storing + # TODO: Check whether the k mask is needed since we statically check that K is divisible by BLOCK_SIZE_K in the forward kernel + # ditto for n_mask + n_mask = block_range_n + n_offset < N + k_mask = block_range_k + k_offset < K + nk_mask = n_mask[:, None] & k_mask[None, :] + + m_end = 0 + for expert_idx in range(NUM_EXPERTS): + # We need to instantiate a fresh accumulator for each expert + accumulator = tl.zeros((BLOCK_SIZE_N, BLOCK_SIZE_K), dtype=acc_dtype) + + m_start = m_end + # Need to figure out why this cast is needed, otherwise compiler complains about mismatching types + m_size = tl.load(m_sizes_ptr + expert_idx).to(tl.int32) + m_end = m_start + m_size + + # NOTE: when storing the result, we need to offset by n_start since we are storing the result for this expert to the global [E, N, K] weight matrix + n_start = expert_idx * N + store_row_offs = n_start + n_offset + block_range_n + + if m_size > 0: + if TMA_LOAD_BOTH: + dY_desc = tl._experimental_make_tensor_descriptor( + dY_ptr, + shape=[m_end, N], + strides=[N, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_N], + ) + + x_desc = tl._experimental_make_tensor_descriptor( + x_ptr, + shape=[m_end, K], + strides=[K, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_K], + ) + + for tile_m_idx in range(0, m_size, BLOCK_SIZE_M): + m_block_size = tl.minimum(BLOCK_SIZE_M, m_size - tile_m_idx) + + if m_block_size > 0: + # Global offset for this chunk + m_global_offset = m_start + tile_m_idx + m_offsets = m_global_offset + block_range_m + + if PERMUTE_X or PERMUTE_Y: + # These will be used for loading and storing in permuted order + gather_offsets = ( + tile_m_idx + block_range_m + ) # NOTE: tile_m_idx is already strided by BLOCK_SIZE_M + + indices_to_gather = m_start + tl.max_contiguous( + tl.multiple_of(gather_offsets % m_size, BLOCK_SIZE_M), + BLOCK_SIZE_M, + ) + # indices_to_gather = m_start + gather_offsets + expert_token_idx = tl.load( + gather_indices_ptr + indices_to_gather, + mask=indices_to_gather < TOTAL_TOKENS, + ) + expert_token_offsets = expert_token_idx[:, None] + + # Masks for permuted load and store + row_load_mask = gather_offsets < m_size + + # We only take into account the following two cases: (PERMUTE_X and NOT PERMUTE_Y) and (NOT PERMUTE_X and PERMUTE_Y) + # Hence, we can make the following simplifying assumptions when loading and storing + # Note the different strides between the two cases: the offsets for loading and storing are flipped and the strides must also be adjusted + if PERMUTE_X: + x_row_load_idx = ( + (expert_token_offsets // TOPK) * K + ) # Permute on load from token -> expert order, divide by TOPK to index from original number of tokens + dY_row_load_idx = m_offsets[:, None] * N + else: + x_row_load_idx = ( + indices_to_gather[:, None] * K + ) # Load in contiguous order (no permutation on load) + dY_row_load_idx = expert_token_offsets * N + + else: + x_row_load_idx = m_offsets[:, None] * K + dY_row_load_idx = m_offsets[:, None] * N + row_load_mask = block_range_m < m_block_size + + mk_mask = row_load_mask[:, None] & k_mask[None, :] + mn_mask = row_load_mask[:, None] & n_mask[None, :] + + if USE_TMA_LOAD_X: + x = x_desc.load([m_global_offset, k_offset]) + else: + x = tl.load( + x_ptr + + x_row_load_idx + + (k_offset + block_range_k)[None, :], + mask=mk_mask, + ) + + if USE_TMA_LOAD_dY: + dY = dY_desc.load([m_global_offset, n_offset]) + else: + dY = tl.load( + dY_ptr + + dY_row_load_idx + + (n_offset + block_range_n)[None, :], + mask=mn_mask, + ) + + accumulator += tl.dot( + dY.T, # [BLOCK_N, BLOCK_M] + x, # [BLOCK_M, BLOCK_K] + ) + + y = accumulator.to(output_dtype) + if USE_TMA_STORE: + # Need to expand dims to match [E, N, K] shape + y = tl.expand_dims(y, 0) + dW_desc.store([expert_idx, n_offset, k_offset], y) + else: + tl.store( + dW_ptr + # + (n_offset + offs_n)[:, None] * K + + store_row_offs[:, None] * K + + (k_offset + block_range_k)[None, :], + y, + mask=nk_mask, + ) + + +_autotuned_grouped_gemm_dW_kernel = triton.autotune( + configs=get_dW_kernel_configs(), + prune_configs_by={"early_config_prune": prune_kernel_configs_backward_dW}, + key=["NUM_EXPERTS", "NUM_TOKENS", "N", "K", "PERMUTE_X", "PERMUTE_Y"], +)(_grouped_gemm_dW_kernel) diff --git a/unsloth/kernels/moe/grouped_gemm/kernels/forward.py b/unsloth/kernels/moe/grouped_gemm/kernels/forward.py new file mode 100644 index 0000000000..fbc231304a --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/kernels/forward.py @@ -0,0 +1,262 @@ +import torch +import triton +import triton.language as tl + +from grouped_gemm.kernels.autotuning import ( + get_forward_configs, + prune_kernel_configs_fwd, +) + + +# +# PERMUTE_X -> permute tokens so that they are ordered by expert +# PERMUTE_Y -> permute output so that they are ordered by token +# These are effectively the same thing: the former loads in permuted order, the latter stores in permuted order => we only need to define the permutation indices once +# In the former, we use these row indices when loading X +# For the latter, we use these row indices when storing Y +# FUSE_MUL -> multiply routed outputs by their respective weights +# topk_weights are in token order +# Only account for the case when X is in expert order and we are permuting Y when fusing mul -- this precondition is checked in the interface +@triton.jit +def _grouped_gemm_forward_kernel( + x_ptr, + w_ptr, + y_ptr, + # Variable depending on routed probs + m_sizes_ptr, + gather_indices_ptr, + topk_weights_ptr, + # Constant problem shapes + NUM_EXPERTS: tl.constexpr, + NUM_TOKENS: tl.constexpr, + TOPK: tl.constexpr, + N: tl.constexpr, + K: tl.constexpr, + NUM_SMS: tl.constexpr, + # Tuning params + BLOCK_SIZE_M: tl.constexpr, + BLOCK_SIZE_N: tl.constexpr, + BLOCK_SIZE_K: tl.constexpr, + PERMUTE_X: tl.constexpr = False, + PERMUTE_Y: tl.constexpr = False, + FUSE_MUL_PRE: tl.constexpr = False, + FUSE_MUL_POST: tl.constexpr = False, + USE_FAST_ACCUM: tl.constexpr = False, + USE_TMA_LOAD_W: tl.constexpr = False, + USE_TMA_LOAD_X: tl.constexpr = False, + USE_TMA_STORE: tl.constexpr = False, + acc_dtype: tl.constexpr = tl.float32, + FLATTEN: tl.constexpr = True, +) -> None: + tl.static_assert(K % BLOCK_SIZE_K == 0) + + TOTAL_TOKENS: tl.constexpr = NUM_TOKENS * TOPK + SHOULD_PERMUTE: tl.constexpr = PERMUTE_X or PERMUTE_Y + SHOULD_FUSE_MUL: tl.constexpr = FUSE_MUL_PRE or FUSE_MUL_POST + SHOULD_PERMUTE_OR_FUSE: tl.constexpr = SHOULD_PERMUTE or SHOULD_FUSE_MUL + # tl.static_print("SHOULD_PERMUTE", PERMUTE_X, PERMUTE_Y, FUSE_MUL_PRE, FUSE_MUL_POST, SHOULD_PERMUTE, SHOULD_FUSE, SHOULD_PERMUTE_OR_FUSE) + tidx = tl.program_id(0) + output_dtype: tl.dtype = y_ptr.dtype.element_ty + + # Create TMA descriptors for loading sorted tokens + # When using TMA load, we don't permute_x, so shape should be [TOTAL_TOKENS, K] + # Also, we are defining a single global descriptor with single block shape + # Need to check that this does not result in errors when crossing expert boundaries + if USE_TMA_LOAD_X: + x_desc = tl._experimental_make_tensor_descriptor( + x_ptr, + shape=[TOTAL_TOKENS, K], + strides=[K, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_K], + ) + + if USE_TMA_LOAD_W: + expert_stride = N * K + w_desc = tl._experimental_make_tensor_descriptor( + w_ptr, + shape=[NUM_EXPERTS, N, K], + strides=[expert_stride, K, 1], + block_shape=[1, BLOCK_SIZE_N, BLOCK_SIZE_K], + ) + + m_end = 0 + processed_tiles = 0 + m_block_range = tl.arange(0, BLOCK_SIZE_M) + + for expert_idx in tl.range(NUM_EXPERTS, flatten=FLATTEN): + m_start = m_end + m_size = tl.load(m_sizes_ptr + expert_idx).to(tl.int32) + m_end = m_start + m_size + + if m_size > 0: + n_start = expert_idx * N + + num_m_tiles = tl.cdiv(m_size, BLOCK_SIZE_M) + num_n_tiles = tl.cdiv(N, BLOCK_SIZE_N) + num_tiles_per_expert = num_m_tiles * num_n_tiles + + # Need to create tma_store within loop since we need to predicate stores based on m_size + if USE_TMA_STORE: + y_desc = tl._experimental_make_tensor_descriptor( + y_ptr, # + m_start * N, + shape=[m_end, N], + strides=[N, 1], + block_shape=[BLOCK_SIZE_M, BLOCK_SIZE_N], + ) + + # Process tiles for this expert + while ( + tidx >= processed_tiles + and tidx < processed_tiles + num_tiles_per_expert + ): + tile_idx = tidx - processed_tiles + + # Check if L2 cache re-use for this order is optimal + tile_m_idx = tile_idx % num_m_tiles + tile_n_idx = tile_idx // num_m_tiles + + if SHOULD_PERMUTE_OR_FUSE: + # These will be used for loading and storing in permuted order + gather_offsets = tile_m_idx * BLOCK_SIZE_M + m_block_range + indices_to_gather = m_start + tl.max_contiguous( + tl.multiple_of(gather_offsets % m_size, BLOCK_SIZE_M), + BLOCK_SIZE_M, + ) + expert_token_idx = tl.load( + gather_indices_ptr + indices_to_gather, + mask=indices_to_gather < TOTAL_TOKENS, + ) + expert_token_offsets = expert_token_idx[:, None] + + # Masks for permuted load and store + + row_mask = gather_offsets < m_size + row_mask = row_mask[:, None] + + # row_mask = indices_to_gather < m_end + # row_mask = row_mask[:, None] + + # We only take into account the following two cases: (PERMUTE_X and NOT PERMUTE_Y) and (NOT PERMUTE_X and PERMUTE_Y) + # Hence, we can make the following simplifying assumptions when loading and storing + # Note the different strides between the two cases: the offsets for loading and storing are flipped and the strides must also be adjusted + if PERMUTE_X: + load_idx = ( + (expert_token_offsets // TOPK) * K + ) # Permute on load from token -> expert order, divide by TOPK to index from original number of tokens + store_idx = ( + indices_to_gather[:, None] * N + ) # Store in contiguous order + else: + off_am = tile_m_idx * BLOCK_SIZE_M + if not PERMUTE_Y: + # These will already be computed if permuting y + offs_am = off_am + m_block_range + row_mask = offs_am[:, None] < m_size + row_idx = m_start + offs_am[:, None] + store_idx = row_idx * N + if not USE_TMA_LOAD_X: + load_idx = row_idx * K + + if PERMUTE_Y: + if not USE_TMA_LOAD_X: + load_idx = ( + indices_to_gather[:, None] * K + ) # Load in contiguous order (no permutation on load) + # offs_am = off_am + m_block_range + # row_mask = offs_am[:, None] < m_size + store_idx = ( + expert_token_offsets * N + ) # Permute on store from expert -> token order + + # We always load topk weights in expert order + # In the pre-multiplication case, we multiply permuted hidden states by weights before the first gemm + # In the post-multiplication case, we multiply permuted hidden states by weights after the second gemm + # In either case, the hidden states are grouped by expert, so we always permute on load of topk weights + if SHOULD_FUSE_MUL: + topk_load_idx = expert_token_offsets + + accumulator = tl.zeros((BLOCK_SIZE_M, BLOCK_SIZE_N), dtype=acc_dtype) + + offs_k = tl.arange(0, BLOCK_SIZE_K) + + if not USE_TMA_LOAD_X: + x_ptrs = x_ptr + load_idx + offs_k[None, :] + + if not USE_TMA_LOAD_W: + offs_bn = tile_n_idx * BLOCK_SIZE_N + tl.arange(0, BLOCK_SIZE_N) + offs_bn = tl.max_contiguous( + tl.multiple_of(offs_bn % N, BLOCK_SIZE_N), BLOCK_SIZE_N + ) + w_ptrs = w_ptr + (n_start + offs_bn[:, None]) * K + offs_k[None, :] + + for k_offset in range(0, K, BLOCK_SIZE_K): + if not USE_TMA_LOAD_X: + x = tl.load(x_ptrs, mask=row_mask) + else: + x = x_desc.load([m_start + off_am, k_offset]) + + if FUSE_MUL_PRE: + # Check for correct broadcasting + topk_weights = tl.load( + topk_weights_ptr + topk_load_idx, mask=row_mask + ) + x *= topk_weights.to(x.dtype) + + if not USE_TMA_LOAD_W: + w = tl.load(w_ptrs, mask=offs_bn[:, None] < N) + else: + w = w_desc.load( + [expert_idx, tile_n_idx * BLOCK_SIZE_N, k_offset] + ) + w = tl.reshape(w, (BLOCK_SIZE_N, BLOCK_SIZE_K)) + + accumulator += tl.dot(x, w.T) + + if not USE_TMA_LOAD_X: + x_ptrs += BLOCK_SIZE_K + + if not USE_TMA_LOAD_W: + w_ptrs += BLOCK_SIZE_K + + y = accumulator.to(output_dtype) + + # NOTE: order of fusing multiplication is important + # Fusing before accumulator dtype conversion results in numerical diffs + if FUSE_MUL_POST: + # Check for correct broadcasting + topk_weights = tl.load( + topk_weights_ptr + topk_load_idx, mask=row_mask + ) + y *= topk_weights.to(output_dtype) + + offs_bn = tile_n_idx * BLOCK_SIZE_N + tl.arange(0, BLOCK_SIZE_N) + store_mask = row_mask & (offs_bn[None, :] < N) + + if USE_TMA_STORE: + offset_m = tile_m_idx * BLOCK_SIZE_M # .to(tl.int32) + offset_n = tile_n_idx * BLOCK_SIZE_N # .to(tl.int32) + y_desc.store([m_start + offset_m, offset_n], y) + else: + tl.store( + y_ptr + store_idx + offs_bn[None, :], + y, + mask=store_mask, + ) + tidx += NUM_SMS + + processed_tiles += num_tiles_per_expert + + +_autotuned_grouped_gemm_forward_kernel = triton.autotune( + configs=get_forward_configs(), + prune_configs_by={"early_config_prune": prune_kernel_configs_fwd}, + key=[ + "NUM_EXPERTS", + "NUM_TOKENS", + "N", + "K", + "PERMUTE_X", + "PERMUTE_Y", + "FUSE_MUL_POST", + ], +)(_grouped_gemm_forward_kernel) diff --git a/unsloth/kernels/moe/grouped_gemm/kernels/tuning.py b/unsloth/kernels/moe/grouped_gemm/kernels/tuning.py new file mode 100644 index 0000000000..8c0a8c717e --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/kernels/tuning.py @@ -0,0 +1,274 @@ +""" +Manual tuning utils +""" + +from collections import OrderedDict +from dataclasses import asdict, dataclass, fields +from itertools import product +from typing import Optional + +import pandas as pd +import torch +import triton +from triton.runtime.errors import OutOfResources + +from grouped_gemm.kernels.autotuning import ( + BOOLS, + DEFAULT_K_BLOCK_SIZES, + DEFAULT_M_BLOCK_SIZES, + DEFAULT_N_BLOCK_SIZES, + DEFAULT_NUM_STAGES, + DEFAULT_NUM_WARPS, +) + + +@dataclass +class DeviceProperties: + NUM_SM: int + NUM_REGS: int + SIZE_SMEM: int + WARP_SIZE: int + + +_DEVICE_PROPERTIES: Optional[DeviceProperties] = None + + +def get_device_properties(): + global _DEVICE_PROPERTIES + if _DEVICE_PROPERTIES is None: + properties = triton.runtime.driver.active.utils.get_device_properties( + torch.cuda.current_device() + ) + NUM_SM = properties["multiprocessor_count"] + NUM_REGS = properties["max_num_regs"] + SIZE_SMEM = properties["max_shared_mem"] + WARP_SIZE = properties["warpSize"] + _DEVICE_PROPERTIES = DeviceProperties(NUM_SM, NUM_REGS, SIZE_SMEM, WARP_SIZE) + return _DEVICE_PROPERTIES + + +@dataclass +class KernelConfig: + BLOCK_SIZE_M: int = 32 + BLOCK_SIZE_N: int = 32 + BLOCK_SIZE_K: int = 32 + num_warps: int = 4 + num_stages: int = 2 + flatten: bool = True + permute_x: bool = False + permute_y: bool = False + fuse_mul_post: bool = False + use_tma_store: bool = False + + def to_string(self, include_tuning_params: bool = False, include_tma: bool = False): + s = [] + if self.permute_x: + s.append("permute_x") + if self.permute_y: + s.append("permute_y") + if include_tuning_params: + s.append( + f"BLOCK_SIZE_M={self.BLOCK_SIZE_M},BLOCK_SIZE_N={self.BLOCK_SIZE_N},BLOCK_SIZE_K={self.BLOCK_SIZE_K},num_warps={self.num_warps},num_stages={self.num_stages},flatten={self.flatten}" + ) + if include_tma: + for f in fields(self): + if f.name.startswith("use_tma_"): + if getattr(self, f.name): + s.append(f.name) + return ",".join(s) + + +@dataclass +class KernelConfigForward(KernelConfig): + use_tma_load_w: bool = False + use_tma_load_x: bool = False + + +@dataclass +class KernelConfigBackward_dW(KernelConfig): + use_tma_load_dy: bool = False + use_tma_load_x: bool = False + + +@dataclass +class KernelConfigBackward_dX(KernelConfig): + use_tma_load_dy: bool = False + use_tma_load_w: bool = False + + +@dataclass +class KernelResult: + torch_time: float + triton_time: float + speedup: float + kernel_config: KernelConfig + + def to_dict(self): + return OrderedDict( + **asdict(self.kernel_config), + torch_time=self.torch_time, + triton_time=self.triton_time, + speedup=self.speedup, + ) + + @staticmethod + def to_dataframe( + results: list["KernelResult"], sort_by: str = "speedup", ascending: bool = False + ): + df = pd.DataFrame([result.to_dict() for result in results]) + df = df.sort_values(by=sort_by, ascending=ascending) + return df + + @staticmethod + def to_csv( + results: list["KernelResult"], + sort_by: str = "speedup", + ascending: bool = False, + filename: str = "results.csv", + ): + df = KernelResult.to_dataframe(results, sort_by, ascending) + df.to_csv(filename, index=False) + + @staticmethod + def print_table( + results: list["KernelResult"], + sort_by: str = "speedup", + ascending: bool = False, + num_results: int = 10, + ): + df = KernelResult.to_dataframe(results, sort_by, ascending) + print(df.head(num_results).to_string(index=False)) + + +def get_kernel_configs( + BLOCK_M=DEFAULT_M_BLOCK_SIZES, + BLOCK_N=DEFAULT_N_BLOCK_SIZES, + BLOCK_K=DEFAULT_K_BLOCK_SIZES, + num_warps=DEFAULT_NUM_WARPS, + num_stages=DEFAULT_NUM_STAGES, + use_tma_loads=BOOLS, + fuse_permute=BOOLS, +): + kernel_configs_fwd = [] + kernel_configs_backward_dW = [] + kernel_configs_backward_dX = [] + for block_m, block_n, block_k, w, s, use_tma_load, permute in product( + BLOCK_M, BLOCK_N, BLOCK_K, num_warps, num_stages, use_tma_loads, fuse_permute + ): + kernel_configs_fwd.append( + KernelConfigForward( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + num_warps=w, + num_stages=s, + use_tma_load_x=use_tma_load, + use_tma_load_w=use_tma_load, + use_tma_store=False, + permute_x=permute, + permute_y=permute, + ) + ) + kernel_configs_backward_dW.append( + KernelConfigBackward_dW( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + num_warps=w, + num_stages=s, + use_tma_load_dy=use_tma_load, + use_tma_load_x=use_tma_load, + use_tma_store=False, + permute_x=permute, + permute_y=permute, + ) + ) + kernel_configs_backward_dX.append( + KernelConfigBackward_dX( + BLOCK_SIZE_M=block_m, + BLOCK_SIZE_N=block_n, + BLOCK_SIZE_K=block_k, + num_warps=w, + num_stages=s, + use_tma_load_dy=use_tma_load, + use_tma_load_w=use_tma_load, + use_tma_store=False, + permute_x=permute, + permute_y=permute, + ) + ) + + kernel_configs_fwd = prune_kernel_configs_fwd(kernel_configs_fwd) + kernel_configs_backward_dW = prune_kernel_configs_backward_dW( + kernel_configs_backward_dW + ) + kernel_configs_backward_dX = prune_kernel_configs_backward_dX( + kernel_configs_backward_dX + ) + return kernel_configs_fwd, kernel_configs_backward_dW, kernel_configs_backward_dX + + +def prune_kernel_configs_fwd(configs: list[KernelConfigForward]): + pruned_configs = [] + for config in configs: + if config.use_tma_load_x and config.permute_x: + continue + if config.permute_x and config.permute_y: + continue + if config.use_tma_store and config.permute_y: + continue + pruned_configs.append(config) + return pruned_configs + + +def prune_kernel_configs_backward_dX(configs: list[KernelConfigBackward_dX]): + pruned_configs = [] + for config in configs: + if config.use_tma_load_dy and config.permute_y: + continue + if config.permute_x and config.permute_y: + continue + if config.use_tma_store and config.permute_x: + continue + pruned_configs.append(config) + return pruned_configs + + +def prune_kernel_configs_backward_dW(configs: list[KernelConfigBackward_dW]): + pruned_configs = [] + for config in configs: + if config.use_tma_load_dy and config.permute_y: + continue + if config.use_tma_load_x and config.permute_x: + continue + if config.permute_x and config.permute_y: + continue + pruned_configs.append(config) + return pruned_configs + + +class TritonTuningContext: + def __init__(self, kernel_config: KernelConfig): + self.kernel_config = kernel_config + self.success = True + + def __enter__(self): + # Setup code can be added here if needed + return self + + def __exit__(self, exc_type, exc_value, traceback): + if exc_type is OutOfResources: + name = exc_value.name + required = exc_value.required + limit = exc_value.limit + print( + f"Kernel config {self.kernel_config} failed: {name}, required: {required}, limit: {limit}" + ) + self.success = False + elif exc_type is not None: + print( + f"Error running Triton grouped GEMM for kernel config: {self.kernel_config}: {exc_value}" + ) + self.success = False + # Return False to propagate exceptions, True to suppress them + return True diff --git a/unsloth/kernels/moe/grouped_gemm/reference/__init__.py b/unsloth/kernels/moe/grouped_gemm/reference/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/unsloth/kernels/moe/grouped_gemm/reference/moe_block.py b/unsloth/kernels/moe/grouped_gemm/reference/moe_block.py new file mode 100644 index 0000000000..ac7c7a59a5 --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/reference/moe_block.py @@ -0,0 +1,158 @@ +import torch +from transformers.models.qwen3_moe.configuration_qwen3_moe import Qwen3MoeConfig +from transformers.models.qwen3_moe.modeling_qwen3_moe import Qwen3MoeSparseMoeBlock + +from grouped_gemm.interface import grouped_gemm +from grouped_gemm.kernels.tuning import ( + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, +) +from grouped_gemm.reference.moe_ops import ( + Qwen3MoeGroupedGEMMBlock, + permute, + unpermute, +) + +""" +Reference implementation of MoE block using grouped gemm. + +This is the same as the Qwen3MoeGroupedGEMMBlock but with triton grouped gemm in place of torch-native grouped gemm implementation. + +NOTE: This is NOT to be used for production as it contains many extra checks and saves all intermediate results for debugging. +""" + + +class Qwen3MoeFusedGroupedGEMMBlock(Qwen3MoeGroupedGEMMBlock): + def __init__( + self, + config: Qwen3MoeConfig, + gate: torch.Tensor, + gate_up_proj: torch.Tensor, + down_proj: torch.Tensor, + permute_x: bool = True, + permute_y: bool = True, + autotune: bool = True, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, + dW_only: bool = False, + dX_only: bool = False, + ): + super().__init__(config, gate, gate_up_proj, down_proj) + self.permute_x = permute_x + self.permute_y = permute_y + self.autotune = autotune + if not autotune: + assert ( + kernel_config_fwd is not None + and kernel_config_bwd_dW is not None + and kernel_config_bwd_dX is not None + ), "Kernel configs must be provided if autotune is False" + self.kernel_config_fwd = kernel_config_fwd + self.kernel_config_bwd_dW = kernel_config_bwd_dW + self.kernel_config_bwd_dX = kernel_config_bwd_dX + self.dW_only = dW_only + self.dX_only = dX_only + + @classmethod + def from_hf( + cls, + moe_block: Qwen3MoeSparseMoeBlock, + permute_x: bool = True, + permute_y: bool = True, + autotune: bool = True, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, + dW_only: bool = False, + dX_only: bool = False, + ): + config: Qwen3MoeConfig = moe_block.experts[0].config + gate, gate_up_proj, down_proj = Qwen3MoeGroupedGEMMBlock.extract_hf_weights( + moe_block + ) + return cls( + config, + gate, + gate_up_proj, + down_proj, + permute_x=permute_x, + permute_y=permute_y, + autotune=autotune, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + kernel_config_bwd_dX=kernel_config_bwd_dX, + dW_only=dW_only, + dX_only=dX_only, + ) + + def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: + batch_size, sequence_length, hidden_dim = hidden_states.shape + num_tokens = batch_size * sequence_length + total_tokens = num_tokens * self.top_k + + hidden_states = hidden_states.view(-1, hidden_dim) + + router_logits, routing_weights, selected_experts = self.run_router( + hidden_states + ) + # Pre-processing + # 1. Compute tokens per expert and indices for gathering tokes from token order to expert order + # NOTE: these are auxiliary data structs which don't need to be recorded in autograd graph + token_counts_by_expert, gather_indices = ( + self.get_token_counts_and_gather_indices(selected_experts) + ) + + # 2. permute_x -> permutation will be fused in prologue of first grouped gemm + if not self.permute_x: + hidden_states = permute(hidden_states, gather_indices, self.top_k) + # Start expert computation + hidden_states = grouped_gemm( + X=hidden_states, + W=self.gate_up_proj, + m_sizes=token_counts_by_expert, + gather_indices=gather_indices, + topk=self.top_k, + permute_x=self.permute_x, + permute_y=False, # output of first grouped gemm should never be permuted + autotune=self.autotune, + kernel_config_fwd=self.kernel_config_fwd, + kernel_config_bwd_dW=self.kernel_config_bwd_dW, + kernel_config_bwd_dX=self.kernel_config_bwd_dX, + is_first_gemm=True, + dW_only=self.dW_only, + dX_only=self.dX_only, + ) + hidden_states = self.act_and_mul(hidden_states) + hidden_states = grouped_gemm( + X=hidden_states, + W=self.down_proj, + m_sizes=token_counts_by_expert, + gather_indices=gather_indices, + topk=self.top_k, + permute_x=False, + permute_y=self.permute_y, + autotune=self.autotune, + kernel_config_fwd=self.kernel_config_fwd, + kernel_config_bwd_dW=self.kernel_config_bwd_dW, + kernel_config_bwd_dX=self.kernel_config_bwd_dX, + is_first_gemm=False, + dW_only=self.dW_only, + dX_only=self.dX_only, + ) + + # Post-processing + # 1. Unpermute from expert order to token order + if not self.permute_y: + hidden_states = unpermute(hidden_states, gather_indices) + + # 2. Merge topk weights + hidden_states = ( + hidden_states.view(num_tokens, self.top_k, hidden_dim) + * routing_weights[..., None] + ) + hidden_states = hidden_states.sum(dim=1) + + hidden_states = hidden_states.view(batch_size, sequence_length, hidden_dim) + return hidden_states, router_logits diff --git a/unsloth/kernels/moe/grouped_gemm/reference/moe_ops.py b/unsloth/kernels/moe/grouped_gemm/reference/moe_ops.py new file mode 100644 index 0000000000..4dd97d0958 --- /dev/null +++ b/unsloth/kernels/moe/grouped_gemm/reference/moe_ops.py @@ -0,0 +1,335 @@ +from dataclasses import dataclass +from typing import Tuple + +import torch +import torch.nn as nn +import torch.nn.functional as F +from transformers.models.qwen3_moe import Qwen3MoeConfig +from transformers.models.qwen3_moe.modeling_qwen3_moe import ( + ACT2FN, + Qwen3MoeSparseMoeBlock, +) + + +def permute(X: torch.Tensor, gather_indices: torch.Tensor, topk: int): + """ + Scatters X to a new tensor with shape [total_tokens, hidden_dim] where total_tokens is num_tokens * topk, + permuting the tokens according to sorted_token_idx. + + Helper for grouped gemm where hidden states need be ordered by expert. + X: [num_tokens, hidden_dim] + sorted_token_idx: [num_tokens * topk] + topk: int + + Returns: + [total_tokens, hidden_dim] + """ + assert gather_indices.ndim == 1 + X = X.view(-1, X.shape[-1]) + # Shortcut for topk == 1 + if topk == 1: + return X[gather_indices] + + return X[gather_indices // topk] + + +def unpermute(X: torch.Tensor, gather_indices: torch.Tensor): + X = X.view(-1, X.shape[-1]) if X.ndim > 2 else X + unpermuted = torch.empty_like(X) + unpermuted.index_copy_(0, gather_indices, X) + return unpermuted.view_as(X) + + +def calculate_topk( + gating_output: torch.Tensor, + top_k: int, + use_sigmoid: bool, + renormalize: bool, + pre_act: bool = True, + post_act: bool = False, +): + """ + If post_act is True, then activation function is run AFTER topk + If post_act is False, then activation function is run BEFORE topk + + This is to align with triton_bench implementation (post_act) whereas most models use pre_act (e.g. llama4, deepseek) + """ + assert pre_act ^ post_act, "only one of pre_act or post_act can be True" + + def _activation(gating_output: torch.Tensor): + if use_sigmoid: + scores = torch.sigmoid(gating_output.to(torch.float32)).to( + gating_output.dtype + ) + else: + scores = F.softmax(gating_output.to(torch.float32), dim=1).to( + gating_output.dtype + ) + + return scores + + if pre_act: + scores = _activation(gating_output) + else: + scores = gating_output + + topk_weights, topk_ids = torch.topk(scores, k=top_k, dim=1) + + if post_act: + topk_weights = _activation(topk_weights) + + if renormalize: + topk_weights /= torch.sum(topk_weights, dim=-1, keepdim=True).to( + gating_output.dtype + ) + + return topk_weights, topk_ids + + +@torch.no_grad() +def get_routing_indices( + selected_experts, num_experts, return_scatter_indices: bool = False +): + """ + Returns: + token_counts_by_expert: [num_experts] + gather_indices: [num_tokens] + scatter_indices [Optional] (torch.Tensor): + Indices for unpermuting gathered inputs back to token order, shape ``(bs * seqlen * top_k,)``. + """ + # group tokens together by expert indices from 0 to num_experts and pass that to experts forward + token_counts_by_expert = torch.histc( + selected_experts.view(-1), + bins=num_experts, + min=0, + max=num_experts, + ) + # token_indices_experts_sorted shape (bs*slen*top_k,) + gather_indices = torch.argsort(selected_experts.view(-1), stable=True) + if return_scatter_indices: + scatter_indices = gather_indices.argsort() + return token_counts_by_expert, gather_indices, scatter_indices + else: + return token_counts_by_expert, gather_indices + + +def torch_grouped_gemm(X, W, m_sizes, transpose=True): + """ + X: [M, K] if forward, else [M, N] + W: [E, N, K] + m_sizes: [E] + + Returns: + Y: [M, N] if forward, else [M, K] + """ + X = X.view(-1, X.shape[-1]) + M, K = X.shape + + assert m_sizes.ndim == 1 + E = m_sizes.shape[0] + + assert W.ndim == 3 + assert W.shape[0] == E + + N = W.shape[1] + + result = torch.zeros((M, N), dtype=X.dtype, device=X.device) + + m_start = 0 + for g in range(E): + m_size = m_sizes[g] + if m_size > 0: + m_end = m_start + m_size + + # Extract group input + # m_size x K + X_g = X[m_start:m_end] + # N x K + W_g = W[g] + + # Y_g = X_g @ W_g.T -> [m_size, N] + W_g = W_g.T if transpose else W_g + Y_g = X_g @ W_g + + result[m_start:m_end] = Y_g + + m_start = m_end + return result + + +@dataclass +class GroupedGEMMResult: + token_counts_by_expert: torch.Tensor + gather_indices: torch.Tensor + topk_weights: torch.Tensor + first_gemm: torch.Tensor + intermediate: torch.Tensor + second_gemm: torch.Tensor + hidden_states_unpermute: torch.Tensor + hidden_states: torch.Tensor # final output + + +class Qwen3MoeGroupedGEMMBlock(nn.Module): + def __init__( + self, + config, + gate: torch.Tensor, + gate_up_proj: torch.Tensor, + down_proj: torch.Tensor, + ): + super().__init__() + self.num_experts = config.num_experts + self.top_k = config.num_experts_per_tok + self.norm_topk_prob = config.norm_topk_prob + self.hidden_size = config.hidden_size + self.moe_intermediate_size = config.moe_intermediate_size + + assert gate.shape == (config.num_experts, config.hidden_size) + assert gate_up_proj.shape == ( + config.num_experts, + 2 * config.moe_intermediate_size, + config.hidden_size, + ) + assert down_proj.shape == ( + config.num_experts, + config.hidden_size, + config.moe_intermediate_size, + ) + + # gating + self.gate = torch.nn.Parameter(gate) + + # experts + self.gate_up_proj = torch.nn.Parameter(gate_up_proj, requires_grad=True) + self.down_proj = torch.nn.Parameter(down_proj, requires_grad=True) + self.act_fn = ACT2FN[config.hidden_act] + + @staticmethod + def extract_hf_weights(moe_block: Qwen3MoeSparseMoeBlock): + config: Qwen3MoeConfig = moe_block.experts[0].config + num_experts = config.num_experts + + gate = moe_block.gate.weight.data + gate_proj = torch.stack( + [moe_block.experts[i].gate_proj.weight.data for i in range(num_experts)], + dim=0, + ) + up_proj = torch.stack( + [moe_block.experts[i].up_proj.weight.data for i in range(num_experts)], + dim=0, + ) + down_proj = torch.stack( + [moe_block.experts[i].down_proj.weight.data for i in range(num_experts)], + dim=0, + ) + gate_up_proj = torch.cat([gate_proj, up_proj], dim=1) + return gate, gate_up_proj, down_proj + + @classmethod + def from_hf(cls, moe_block: Qwen3MoeSparseMoeBlock): + config: Qwen3MoeConfig = moe_block.experts[0].config + gate, gate_up_proj, down_proj = cls.extract_hf_weights(moe_block) + return cls(config, gate, gate_up_proj, down_proj) + + def check_weights(self, moe_block: Qwen3MoeSparseMoeBlock): + for i in range(self.num_experts): + assert self.gate_up_proj[i].equal( + torch.cat( + [ + moe_block.experts[i].gate_proj.weight.data, + moe_block.experts[i].up_proj.weight.data, + ], + dim=0, + ) + ) + assert self.down_proj[i].equal(moe_block.experts[i].down_proj.weight.data) + + def act_and_mul(self, x: torch.Tensor) -> torch.Tensor: + assert x.shape[-1] == 2 * self.moe_intermediate_size + gate_proj = x[..., : self.moe_intermediate_size] + up_proj = x[..., self.moe_intermediate_size :] + return self.act_fn(gate_proj) * up_proj + + def run_router(self, hidden_states: torch.Tensor) -> torch.Tensor: + # router_logits: (batch * sequence_length, n_experts) + router_logits = torch.nn.functional.linear(hidden_states, self.gate) + + routing_weights = F.softmax(router_logits, dim=1, dtype=torch.float) + routing_weights, selected_experts = torch.topk( + routing_weights, self.top_k, dim=-1 + ) + if self.norm_topk_prob: # only diff with mixtral sparse moe block! + routing_weights /= routing_weights.sum(dim=-1, keepdim=True) + # we cast back to the input dtype + routing_weights = routing_weights.to(hidden_states.dtype) + + return router_logits, routing_weights, selected_experts + + def get_token_counts_and_gather_indices( + self, selected_experts: torch.Tensor + ) -> Tuple[torch.Tensor, torch.Tensor]: + token_counts_by_expert, gather_indices = get_routing_indices( + selected_experts, self.num_experts + ) + assert not token_counts_by_expert.requires_grad + assert not gather_indices.requires_grad + return token_counts_by_expert, gather_indices + + def forward(self, hidden_states: torch.Tensor) -> torch.Tensor: + """ """ + batch_size, sequence_length, hidden_dim = hidden_states.shape + num_tokens = batch_size * sequence_length + total_tokens = num_tokens * self.top_k + + hidden_states = hidden_states.view(-1, hidden_dim) + + router_logits, routing_weights, selected_experts = self.run_router( + hidden_states + ) + + # 1. Compute tokens per expert and indices for gathering tokes from token order to expert order + # NOTE: these are auxiliary data structs which don't need to be recorded in autograd graph + token_counts_by_expert, gather_indices = ( + self.get_token_counts_and_gather_indices(selected_experts) + ) + + # 2. Permute tokens from token order to expert order + hidden_states = permute(hidden_states, gather_indices, self.top_k) + assert hidden_states.shape == (total_tokens, hidden_dim) + + # Start expert computation + first_gemm = torch_grouped_gemm( + X=hidden_states, W=self.gate_up_proj, m_sizes=token_counts_by_expert + ) + assert first_gemm.shape == (total_tokens, 2 * self.moe_intermediate_size) + intermediate = self.act_and_mul(first_gemm) + assert intermediate.shape == (total_tokens, self.moe_intermediate_size) + second_gemm = torch_grouped_gemm( + X=intermediate, W=self.down_proj, m_sizes=token_counts_by_expert + ) + assert second_gemm.shape == (total_tokens, hidden_dim) + + # Post-processing + # 1. Unpermute from expert order to token order + hidden_states_unpermute = unpermute(second_gemm, gather_indices) + assert hidden_states_unpermute.shape == (total_tokens, hidden_dim) + + # 2. Merge topk weights + hidden_states = ( + hidden_states_unpermute.view(num_tokens, self.top_k, hidden_dim) + * routing_weights[..., None] + ) + hidden_states = hidden_states.sum(dim=1) + assert hidden_states.shape == (num_tokens, hidden_dim) + + hidden_states = hidden_states.view(batch_size, sequence_length, hidden_dim) + return GroupedGEMMResult( + token_counts_by_expert=token_counts_by_expert, + gather_indices=gather_indices, + topk_weights=routing_weights, + first_gemm=first_gemm, + intermediate=intermediate, + second_gemm=second_gemm, + hidden_states_unpermute=hidden_states_unpermute, + hidden_states=hidden_states, + ), router_logits diff --git a/unsloth/kernels/moe/requirements.txt b/unsloth/kernels/moe/requirements.txt new file mode 100644 index 0000000000..ea76e50564 --- /dev/null +++ b/unsloth/kernels/moe/requirements.txt @@ -0,0 +1,5 @@ +torch +git+https://github.com/huggingface/transformers.git@main +pytest +pandas +ruff \ No newline at end of file diff --git a/unsloth/kernels/moe/tests/__init__.py b/unsloth/kernels/moe/tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/unsloth/kernels/moe/tests/common.py b/unsloth/kernels/moe/tests/common.py new file mode 100644 index 0000000000..8ab1482b5c --- /dev/null +++ b/unsloth/kernels/moe/tests/common.py @@ -0,0 +1,333 @@ +import itertools +from contextlib import contextmanager +from dataclasses import dataclass, field + +import torch + +from grouped_gemm.kernels.tuning import ( + KernelConfig, + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, + prune_kernel_configs_backward_dW, + prune_kernel_configs_backward_dX, + prune_kernel_configs_fwd, +) + + +def print_delimiter(char="-", length=80): + print(char * length) + + +@contextmanager +def delimiter_context(): + print_delimiter() + yield + print_delimiter() + + +def make_inputs(M, N, K, E, topk, dtype, requires_grad=False): + X1 = ( + torch.randn((M, K), device="cuda", dtype=dtype, requires_grad=requires_grad) + / 10 + ) + X2 = ( + torch.randn( + (M * topk, N), device="cuda", dtype=dtype, requires_grad=requires_grad + ) + / 10 + ) + W1 = ( + torch.randn( + (E, 2 * N, K), device="cuda", dtype=dtype, requires_grad=requires_grad + ) + / 10 + ) + W2 = ( + torch.randn((E, K, N), device="cuda", dtype=dtype, requires_grad=requires_grad) + / 10 + ) + score = torch.randn((M, E), device="cuda", dtype=dtype, requires_grad=requires_grad) + if requires_grad: + X1.retain_grad() + X2.retain_grad() + W1.retain_grad() + W2.retain_grad() + score.retain_grad() + return X1, X2, W1, W2, score + + +@dataclass(kw_only=True) +class DataConfig: + seq_len: int + dtype: torch.dtype + device: str = "cuda" + bs: int = 1 + + +@dataclass(kw_only=True) +class ModelConfig: + hidden_size: int + intermediate_size: int + num_experts: int + topk: int + use_sigmoid: bool + renormalize: bool + pre_mul: bool = False + post_mul: bool = field(init=False) + + def __post_init__(self): + self.post_mul = not self.pre_mul + + +@dataclass(kw_only=True) +class GroupedGEMMTestConfig: + name: str = "test" + data_config: DataConfig + model_config: ModelConfig + + +TOLERANCE = { + torch.bfloat16: (1e-3, 1e-3), + torch.float16: (1e-4, 1e-4), + torch.float32: (1e-5, 1e-5), +} + + +# from https://github.com/triton-lang/triton/blob/main/bench/triton_bench/testing.py +def assert_equal(ref, tri): + if isinstance(ref, torch.Tensor): + assert torch.all(ref == tri), f"tensors not equal {ref} != {tri}" + else: + assert ref == tri, f"ref not equal to tri {ref} != {tri}" + + +def assert_close(ref, tri, maxtol=None, rmstol=None, description="--", verbose=True): + if tri.dtype.itemsize == 1: + ref_as_type = ref.to(tri.dtype) + if ref.dtype == tri.dtype: + assert torch.all(ref_as_type == tri) + return + ref = ref_as_type + + if maxtol is None: + maxtol = 2e-2 + if rmstol is None: + rmstol = 4e-3 + """ + Compare reference values against obtained values. + """ + + # cast to float32: + ref = ref.to(torch.float32).detach() + tri = tri.to(torch.float32).detach() + assert ref.shape == tri.shape, ( + f"Tensors must have same size {ref.shape=} {tri.shape=}" + ) + + # deal with infinite elements: + inf_mask_ref = torch.isinf(ref) + inf_mask_tri = torch.isinf(tri) + assert torch.equal(inf_mask_ref, inf_mask_tri), ( + "Tensor must have same infinite elements" + ) + refn = torch.where(inf_mask_ref, 0, ref) + trin = torch.where(inf_mask_tri, 0, tri) + + # normalise so that RMS calculation doesn't overflow: + eps = 1.0e-30 + multiplier = 1.0 / (torch.max(torch.abs(refn)) + eps) + refn *= multiplier + trin *= multiplier + + ref_rms = torch.sqrt(torch.square(refn).mean()) + eps + + rel_err = torch.abs(refn - trin) / torch.maximum(ref_rms, torch.abs(refn)) + max_err = torch.max(rel_err).item() + rms_err = torch.sqrt(torch.square(rel_err).mean()).item() + + if verbose: + print( + "%s maximum relative error = %s (threshold = %s)" + % (description, max_err, maxtol) + ) + print( + "%s RMS relative error = %s (threshold = %s)" + % (description, rms_err, rmstol) + ) + + if max_err > maxtol: + bad_idxs = torch.nonzero(rel_err > maxtol) + num_nonzero = bad_idxs.size(0) + bad_idxs = bad_idxs[:1000] + print( + "%d / %d mismatched elements (shape = %s) at coords %s" + % (num_nonzero, rel_err.numel(), tuple(rel_err.shape), bad_idxs.tolist()) + ) + + bad_idxs = bad_idxs.unbind(-1) + print("ref values: ", ref[*bad_idxs].cpu()) + print("tri values: ", tri[*bad_idxs].cpu()) + + assert max_err <= maxtol + assert rms_err <= rmstol + + +def assert_indx_equal(ref, tri): + assert_equal(ref, tri[: len(ref)]) + assert torch.all(tri[len(ref) :] == -1) + + +def get_kernel_test_configs( + BLOCK_SIZE_M=32, + BLOCK_SIZE_N=32, + BLOCK_SIZE_K=32, + num_warps=4, + num_stages=2, +) -> list[KernelConfig]: + configs_fwd = [] + configs_bwd_dX = [] + configs_bwd_dW = [] + + for permute_x in [False, True]: + for permute_y in [False, True]: + for use_tma_load_w in [True, False]: + for use_tma_load_x in [True, False]: + for use_tma_store in [True, False]: + configs_fwd.append( + KernelConfigForward( + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + use_tma_load_w=use_tma_load_w, + use_tma_load_x=use_tma_load_x, + use_tma_store=use_tma_store, + permute_x=permute_x, + permute_y=permute_y, + ) + ) + configs_bwd_dX.append( + KernelConfigBackward_dX( + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + use_tma_load_dy=use_tma_load_x, + use_tma_load_w=use_tma_load_w, + permute_x=permute_x, + permute_y=permute_y, + use_tma_store=use_tma_store, + ) + ) + configs_bwd_dW.append( + KernelConfigBackward_dW( + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + use_tma_load_dy=use_tma_load_w, + use_tma_load_x=use_tma_load_x, + permute_x=permute_x, + permute_y=permute_y, + use_tma_store=use_tma_store, + ) + ) + configs_fwd = prune_kernel_configs_fwd(configs_fwd) + configs_bwd_dX = prune_kernel_configs_backward_dX(configs_bwd_dX) + configs_bwd_dW = prune_kernel_configs_backward_dW(configs_bwd_dW) + return configs_fwd, configs_bwd_dX, configs_bwd_dW + + +def remove_feature_flags( + kernel_configs: list[KernelConfig], + permute_x: bool = True, + permute_y: bool = True, + tma_loads: bool = True, + tma_store: bool = True, +): + pruned_configs = [] + for config in kernel_configs: + # Remove permute flags first: + if permute_x and config.permute_x: + continue + if permute_y and config.permute_y: + continue + if tma_loads: + if isinstance(config, KernelConfigForward): + if config.use_tma_load_w or config.use_tma_load_x: + continue + if isinstance(config, KernelConfigBackward_dX): + if config.use_tma_load_dy or config.use_tma_load_w: + continue + if isinstance(config, KernelConfigBackward_dW): + if config.use_tma_load_dy or config.use_tma_load_x: + continue + if tma_store: + if config.use_tma_store: + continue + pruned_configs.append(config) + return pruned_configs + + +# Test Configs + +TOPK = [1, 4] +NUM_EXPERTS = [4, 16] + +TEST_MODEL_SIZES = [ + (32, 32), # Debug + (128, 128), # Small + (512, 512), # Medium +] + +SMALL_MODEL_CONFIGS = [ + ModelConfig( + topk=topk, + num_experts=num_experts, + hidden_size=model_size[0], + intermediate_size=model_size[1], + use_sigmoid=False, + renormalize=False, + ) + for topk, num_experts, model_size in itertools.product( + TOPK, NUM_EXPERTS, TEST_MODEL_SIZES + ) +] +LLAMA_MODEL_CONFIG = ModelConfig( + topk=1, + num_experts=16, + hidden_size=5120, + intermediate_size=8192, + use_sigmoid=True, + renormalize=False, +) +QWEN_MODEL_CONFIG = ModelConfig( + topk=8, + num_experts=128, + hidden_size=2048, + intermediate_size=768, + use_sigmoid=False, + renormalize=False, +) + +SEQLENS = [128, 1024] +DTYPE = [torch.bfloat16] + +DATA_CONFIGS = [ + DataConfig(seq_len=seq_len, dtype=dtype) + for seq_len, dtype in itertools.product(SEQLENS, DTYPE) +] +KERNEL_CONFIGS_FWD, KERNEL_CONFIGS_BWD_dX, KERNEL_CONFIGS_BWD_dW = ( + get_kernel_test_configs() +) + +if __name__ == "__main__": + print( + KERNEL_CONFIGS_BWD_dX[0].to_string( + include_tuning_params=False, include_tma=False + ) + ) diff --git a/unsloth/kernels/moe/tests/moe_utils.py b/unsloth/kernels/moe/tests/moe_utils.py new file mode 100644 index 0000000000..17ad797104 --- /dev/null +++ b/unsloth/kernels/moe/tests/moe_utils.py @@ -0,0 +1,505 @@ +from dataclasses import dataclass, fields + +import torch +import torch.nn as nn +from huggingface_hub import HfApi +from huggingface_hub.utils import _safetensors +from transformers.models.qwen3_moe.configuration_qwen3_moe import Qwen3MoeConfig +from transformers.models.qwen3_moe.modeling_qwen3_moe import Qwen3MoeSparseMoeBlock + +from grouped_gemm.interface import grouped_gemm +from grouped_gemm.kernels.tuning import ( + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, +) +from grouped_gemm.reference.moe_ops import ( + GroupedGEMMResult, + Qwen3MoeGroupedGEMMBlock, + permute, + unpermute, +) + + +def rebind_experts_to_shared_buffer( + moe_block: Qwen3MoeSparseMoeBlock, config: Qwen3MoeConfig +): + num_experts = config.num_experts + hidden_size = config.hidden_size + interm_size = config.moe_intermediate_size + device = moe_block.experts[0].down_proj.weight.device + dtype = moe_block.experts[0].down_proj.weight.dtype + + buffer_up = torch.empty( + num_experts, interm_size, hidden_size, device=device, dtype=dtype + ) + buffer_gate = torch.empty( + num_experts, interm_size, hidden_size, device=device, dtype=dtype + ) + buffer_down = torch.empty( + num_experts, hidden_size, interm_size, device=device, dtype=dtype + ) + + # Step 2: Copy existing expert weights into buffers + for i, expert in enumerate(moe_block.experts): + buffer_up[i].copy_(expert.up_proj.weight.data) + buffer_gate[i].copy_(expert.gate_proj.weight.data) + buffer_down[i].copy_(expert.down_proj.weight.data) + + # Step 3: Rebind expert weights to views in shared buffer + for i, expert in enumerate(moe_block.experts): + expert.up_proj.weight = torch.nn.Parameter(buffer_up[i]) + expert.gate_proj.weight = torch.nn.Parameter(buffer_gate[i]) + expert.down_proj.weight = torch.nn.Parameter(buffer_down[i]) + + return buffer_up, buffer_gate, buffer_down + + +def get_expert_metadata(model_id: str): + api = HfApi() + metadata: _safetensors.SafetensorsRepoMetadata = api.get_safetensors_metadata( + model_id + ) + return metadata.files_metadata + + +def clone_experts( + moe_block: Qwen3MoeSparseMoeBlock, config: Qwen3MoeConfig, copy: bool = True +): + down_projs = torch.empty( + config.num_experts, config.hidden_size, config.moe_intermediate_size + ) + up_projs = torch.empty( + config.num_experts, config.moe_intermediate_size, config.hidden_size + ) + gate_projs = torch.empty( + config.num_experts, config.moe_intermediate_size, config.hidden_size + ) + for expert_idx, expert in enumerate(moe_block.experts): + down_projs[expert_idx].copy_(expert.down_proj.weight.data) + up_projs[expert_idx].copy_(expert.up_proj.weight.data) + gate_projs[expert_idx].copy_(expert.gate_proj.weight.data) + return gate_projs, up_projs, down_projs + + +@dataclass +class ForwardResult: + output: torch.Tensor + router_logits: torch.Tensor + X: torch.Tensor + # When using grouped gemm MoE implementation to additional debugging / checking of intermediate results + grouped_gemm_result: GroupedGEMMResult = None + + +@dataclass +class BackwardResult: + X_grad: torch.Tensor + gate_grad: torch.Tensor + gate_proj_grad: torch.Tensor + up_proj_grad: torch.Tensor + down_proj_grad: torch.Tensor + + +def check_down_proj_grad( + moe_block: Qwen3MoeSparseMoeBlock, + grouped_gemm_block: Qwen3MoeGroupedGEMMBlock, + atol: float, + rtol: float, +): + for i, expert in enumerate(moe_block.experts): + ref_grad = expert.down_proj.weight.grad + assert ref_grad is not None + test_grad = grouped_gemm_block.down_proj.grad[i] + assert test_grad is not None + diff = (ref_grad - test_grad).abs().max() + if not torch.allclose(ref_grad, test_grad, atol=atol, rtol=rtol): + print(f"expert {i} down_proj_grad_diff: {diff.detach().cpu().item():.6f}") + + +def check_gate_up_proj_grad( + moe_block: Qwen3MoeSparseMoeBlock, + grouped_gemm_block: Qwen3MoeGroupedGEMMBlock, + atol: float, + rtol: float, +): + moe_intermediate_size = grouped_gemm_block.moe_intermediate_size + for i, expert in enumerate(moe_block.experts): + ref_gate_proj_grad = expert.gate_proj.weight.grad + ref_up_proj_grad = expert.up_proj.weight.grad + assert ref_gate_proj_grad is not None + assert ref_up_proj_grad is not None + + # Extract gradients + test_gate_proj_grad = grouped_gemm_block.gate_up_proj.grad[ + i, :moe_intermediate_size + ] + test_up_proj_grad = grouped_gemm_block.gate_up_proj.grad[ + i, moe_intermediate_size: + ] + assert test_gate_proj_grad is not None + assert test_up_proj_grad is not None + + # Sanity check shapes + assert ref_gate_proj_grad.shape == test_gate_proj_grad.shape, ( + f"{ref_gate_proj_grad.shape} != {test_gate_proj_grad.shape}" + ) + assert ref_up_proj_grad.shape == test_up_proj_grad.shape, ( + f"{ref_up_proj_grad.shape} != {test_up_proj_grad.shape}" + ) + + # Check gradients + diff = (ref_gate_proj_grad - test_gate_proj_grad).abs().max() + if not torch.allclose( + ref_gate_proj_grad, test_gate_proj_grad, atol=atol, rtol=rtol + ): + print(f"expert {i} gate_proj_grad_diff: {diff.detach().cpu().item():.6f}") + diff = (ref_up_proj_grad - test_up_proj_grad).abs().max() + if not torch.allclose( + ref_up_proj_grad, test_up_proj_grad, atol=atol, rtol=rtol + ): + print(f"expert {i} up_proj_grad_diff: {diff.detach().cpu().item():.6f}") + + +def check_gate_grad( + moe_block: Qwen3MoeSparseMoeBlock, + grouped_gemm_block: Qwen3MoeGroupedGEMMBlock, + atol: float, + rtol: float, +): + ref_grad = moe_block.gate.weight.grad + assert ref_grad is not None + test_grad = grouped_gemm_block.gate.grad + assert test_grad is not None + diff = (ref_grad - test_grad).abs().max() + if not torch.allclose(ref_grad, test_grad, atol=atol, rtol=rtol): + print(f"gate_grad_diff: {diff.detach().cpu().item():.6f}") + + +def check_wgrad( + moe_block: Qwen3MoeSparseMoeBlock, + grouped_gemm_block: Qwen3MoeGroupedGEMMBlock, + atol: float, + rtol: float, +): + check_down_proj_grad(moe_block, grouped_gemm_block, atol, rtol) + check_gate_up_proj_grad(moe_block, grouped_gemm_block, atol, rtol) + check_gate_grad(moe_block, grouped_gemm_block, atol, rtol) + + +def check_tensor_allclose( + X_ref: torch.Tensor, + X_test: torch.Tensor, + atol: float, + rtol: float, + name: str, + verbose: bool = False, +): + diff = (X_ref - X_test).abs().max() + if verbose: + print(f"{name} diff: {diff.detach().cpu().item():.6f}") + assert torch.allclose(X_ref, X_test, atol=atol, rtol=rtol), ( + f"{name} diff: {diff.detach().cpu().item():.6f}" + ) + + +def check_expert_grads( + ref_result: BackwardResult, + test_result: BackwardResult, + atol: float, + rtol: float, + verbose: bool = False, +): + fields_to_check = [f.name for f in fields(BackwardResult) if "proj" in f.name] + assert len(fields_to_check) == 3 + + for field in fields_to_check: + ref_grads = getattr(ref_result, field) + test_grads = getattr(test_result, field) + assert ref_grads.shape == test_grads.shape, ( + f"{field}: {ref_grads.shape} != {test_grads.shape}" + ) + + # Test each expert + for i in range(ref_grads.shape[0]): + ref_grad = ref_grads[i] + test_grad = test_grads[i] + diff = (ref_grad - test_grad).abs().max() + assert torch.allclose(ref_grad, test_grad, atol=atol, rtol=rtol), ( + f"{field}[{i}] diff: {diff.detach().cpu().item():.6f}" + ) + + # Test all experts + diff = (ref_grads - test_grads).abs().max() + if verbose: + print(f"{field} diff: {diff.detach().cpu().item():.6f}") + assert torch.allclose(ref_grads, test_grads, atol=atol, rtol=rtol), ( + f"{field} diff: {diff.detach().cpu().item():.6f}" + ) + + +def check_grads( + ref_result: BackwardResult, + test_result: BackwardResult, + atol: float, + rtol: float, + verbose: bool = False, +): + check_tensor_allclose( + ref_result.X_grad, test_result.X_grad, atol, rtol, "X.grad", verbose + ) + check_tensor_allclose( + ref_result.gate_grad, test_result.gate_grad, atol, rtol, "gate.grad", verbose + ) + check_expert_grads(ref_result, test_result, atol, rtol, verbose) + + +def check_fwd( + ref_result: ForwardResult, + test_result: ForwardResult, + atol: float, + rtol: float, + verbose: bool = False, +): + # First check hidden states (output) + ref_output = ref_result.output + test_output = test_result.output + diff = (ref_output - test_output).abs().max() + if verbose: + print(f"output diff: {diff.detach().cpu().item():.6f}") + assert torch.allclose(ref_output, test_output, atol=atol, rtol=rtol), ( + f"output diff: {diff.detach().cpu().item():.6f}" + ) + + # Check router logits + ref_router_logits = ref_result.router_logits + test_router_logits = test_result.router_logits + diff = (ref_router_logits - test_router_logits).abs().max() + if verbose: + print(f"router_logits diff: {diff.detach().cpu().item():.6f}") + assert torch.allclose( + ref_router_logits, test_router_logits, atol=atol, rtol=rtol + ), f"router_logits diff: {diff.detach().cpu().item():.6f}" + + +def check_grouped_gemm_results( + grouped_result: GroupedGEMMResult, + fused_result: GroupedGEMMResult, + permute_y: bool, + atol: float, + rtol: float, + verbose: bool = False, +): + for field in fields(GroupedGEMMResult): + ref_value = getattr(grouped_result, field.name) + test_value = getattr(fused_result, field.name) + diff = (ref_value - test_value).abs().max() + + # second_gemm in torch grouped gemm is not yet unpermuted so comparing the fused unpermuted second_gemm will result in error + # instead the hidden_states_unpermute should match since hidden_states_unpermute for the fused result is the same as second_gemm + if field.name == "second_gemm" and permute_y: + continue + + if verbose: + print(f"{field.name} diff: {diff.detach().cpu().item():.6f}") + + assert torch.allclose(ref_value, test_value, atol=atol, rtol=rtol), ( + f"{field.name} diff: {diff.detach().cpu().item():.6f}" + ) + + +def run_forward(model: nn.Module, X: torch.Tensor, is_grouped_gemm: bool = False): + X = X.detach().clone().requires_grad_(True) + output, router_logits = model(X) + if is_grouped_gemm: + result = ForwardResult( + output=output.hidden_states, + router_logits=router_logits, + X=X, + grouped_gemm_result=output, + ) + else: + result = ForwardResult(output=output, router_logits=router_logits, X=X) + return result + + +def run_backward( + model: nn.Module, grad_output: torch.Tensor, output: torch.Tensor, X: torch.Tensor +): + output.backward(grad_output) + assert X.grad is not None + for name, param in model.named_parameters(): + assert param.grad is not None, f"{name} grad is None" + if isinstance(model, Qwen3MoeSparseMoeBlock): + gate_grad = model.gate.weight.grad + gate_proj_grad = torch.stack( + [expert.gate_proj.weight.grad for expert in model.experts] + ) + up_proj_grad = torch.stack( + [expert.up_proj.weight.grad for expert in model.experts] + ) + down_proj_grad = torch.stack( + [expert.down_proj.weight.grad for expert in model.experts] + ) + elif isinstance(model, Qwen3MoeGroupedGEMMBlock): + gate_grad = model.gate.grad + gate_proj_grad, up_proj_grad = model.gate_up_proj.grad.chunk(2, dim=1) + down_proj_grad = model.down_proj.grad + else: + raise ValueError(f"Unsupported model type: {type(model)}") + return BackwardResult( + X_grad=X.grad, + gate_grad=gate_grad, + gate_proj_grad=gate_proj_grad, + up_proj_grad=up_proj_grad, + down_proj_grad=down_proj_grad, + ) + + +class Qwen3MoeFusedGroupedGEMMBlock(Qwen3MoeGroupedGEMMBlock): + """ + Reference implementation of MoE block using grouped gemm. + + This is the same as the Qwen3MoeGroupedGEMMBlock but with triton grouped gemm in place of torch-native grouped gemm implementation. + + NOTE: This is NOT to be used for production as it contains many extra checks and saves all intermediate results for debugging. + See grouped_gemm/reference/moe_block.py for a cleaner implementation. + """ + + def __init__( + self, + config: Qwen3MoeConfig, + gate: torch.Tensor, + gate_up_proj: torch.Tensor, + down_proj: torch.Tensor, + permute_x: bool = False, + permute_y: bool = False, + autotune: bool = True, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, + ): + super().__init__(config, gate, gate_up_proj, down_proj) + self.permute_x = permute_x + self.permute_y = permute_y + self.autotune = autotune + if not autotune: + assert ( + kernel_config_fwd is not None + and kernel_config_bwd_dW is not None + and kernel_config_bwd_dX is not None + ), "Kernel configs must be provided if autotune is False" + self.kernel_config_fwd = kernel_config_fwd + self.kernel_config_bwd_dW = kernel_config_bwd_dW + self.kernel_config_bwd_dX = kernel_config_bwd_dX + + @classmethod + def from_hf( + cls, + moe_block: Qwen3MoeSparseMoeBlock, + permute_x: bool = False, + permute_y: bool = False, + autotune: bool = True, + kernel_config_fwd: KernelConfigForward = None, + kernel_config_bwd_dW: KernelConfigBackward_dW = None, + kernel_config_bwd_dX: KernelConfigBackward_dX = None, + ): + config: Qwen3MoeConfig = moe_block.experts[0].config + gate, gate_up_proj, down_proj = Qwen3MoeGroupedGEMMBlock.extract_hf_weights( + moe_block + ) + return cls( + config, + gate, + gate_up_proj, + down_proj, + permute_x=permute_x, + permute_y=permute_y, + autotune=autotune, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + kernel_config_bwd_dX=kernel_config_bwd_dX, + ) + + def forward(self, hidden_states: torch.Tensor, debug: bool = False) -> torch.Tensor: + batch_size, sequence_length, hidden_dim = hidden_states.shape + num_tokens = batch_size * sequence_length + total_tokens = num_tokens * self.top_k + + hidden_states = hidden_states.view(-1, hidden_dim) + + router_logits, routing_weights, selected_experts = self.run_router( + hidden_states + ) + # Pre-processing + # 1. Compute tokens per expert and indices for gathering tokes from token order to expert order + # NOTE: these are auxiliary data structs which don't need to be recorded in autograd graph + token_counts_by_expert, gather_indices = ( + self.get_token_counts_and_gather_indices(selected_experts) + ) + + # 2. permute_x -> permutation will be fused in prologue of first grouped gemm + if not self.permute_x: + hidden_states = permute(hidden_states, gather_indices, self.top_k) + assert hidden_states.shape == (total_tokens, hidden_dim) + + # Start expert computation + first_gemm = grouped_gemm( + X=hidden_states, + W=self.gate_up_proj, + m_sizes=token_counts_by_expert, + gather_indices=gather_indices, + topk=self.top_k, + permute_x=self.permute_x, + permute_y=False, # output of first grouped gemm should never be permuted + autotune=self.autotune, + kernel_config_fwd=self.kernel_config_fwd, + kernel_config_bwd_dW=self.kernel_config_bwd_dW, + kernel_config_bwd_dX=self.kernel_config_bwd_dX, + is_first_gemm=True, + ) + assert first_gemm.shape == (total_tokens, 2 * self.moe_intermediate_size) + intermediate = self.act_and_mul(first_gemm) + assert intermediate.shape == (total_tokens, self.moe_intermediate_size) + second_gemm = grouped_gemm( + X=intermediate, + W=self.down_proj, + m_sizes=token_counts_by_expert, + gather_indices=gather_indices, + topk=self.top_k, + permute_x=False, + permute_y=self.permute_y, + autotune=self.autotune, + kernel_config_fwd=self.kernel_config_fwd, + kernel_config_bwd_dW=self.kernel_config_bwd_dW, + kernel_config_bwd_dX=self.kernel_config_bwd_dX, + is_first_gemm=False, + ) + assert second_gemm.shape == (total_tokens, hidden_dim) + + # Post-processing + # 1. Unpermute from expert order to token order + if not self.permute_y: + hidden_states_unpermute = unpermute(second_gemm, gather_indices) + assert hidden_states_unpermute.shape == (total_tokens, hidden_dim) + else: + hidden_states_unpermute = second_gemm + + # 2. Merge topk weights + hidden_states = ( + hidden_states_unpermute.view(num_tokens, self.top_k, hidden_dim) + * routing_weights[..., None] + ) + hidden_states = hidden_states.sum(dim=1) + assert hidden_states.shape == (num_tokens, hidden_dim) + + hidden_states = hidden_states.view(batch_size, sequence_length, hidden_dim) + return GroupedGEMMResult( + token_counts_by_expert=token_counts_by_expert, + gather_indices=gather_indices, + topk_weights=routing_weights, + first_gemm=first_gemm, + intermediate=intermediate, + second_gemm=second_gemm, + hidden_states_unpermute=hidden_states_unpermute, + hidden_states=hidden_states, + ), router_logits diff --git a/unsloth/kernels/moe/tests/run_qwen3_moe_tests.sh b/unsloth/kernels/moe/tests/run_qwen3_moe_tests.sh new file mode 100755 index 0000000000..ed0b9f6210 --- /dev/null +++ b/unsloth/kernels/moe/tests/run_qwen3_moe_tests.sh @@ -0,0 +1,35 @@ +#!/bin/bash + +set -euo pipefail + +SEQLENS=(1024) +DTYPES=(bfloat16) +PERMUTE_X=(false true) +PERMUTE_Y=(false true) +AUTOTUNE=(false true) + +for SEQLEN in "${SEQLENS[@]}"; do + for DTYPE in "${DTYPES[@]}"; do + for PX in "${PERMUTE_X[@]}"; do + for PY in "${PERMUTE_Y[@]}"; do + for AT in "${AUTOTUNE[@]}"; do + + ARGS=() + [[ "$PX" == "true" ]] && ARGS+=("--permute_x") + [[ "$PY" == "true" ]] && ARGS+=("--permute_y") + [[ "$AT" == "true" ]] && ARGS+=("--autotune") + + ARGS+=(--seqlen "$SEQLEN" --dtype "$DTYPE") + + echo "Running with args: ${ARGS[*]}" + if ! python -m tests.test_qwen3_moe "${ARGS[@]}"; then + echo "❌ Test failed with args: --permute_x=$PX --permute_y=$PY --autotune=$AT --seqlen=$SEQLEN --dtype=$DTYPE" >&2 + else + echo "✅ Test passed with args: --permute_x=$PX --permute_y=$PY --autotune=$AT --seqlen=$SEQLEN --dtype=$DTYPE" + fi + + done + done + done + done +done diff --git a/unsloth/kernels/moe/tests/test_grouped_gemm.py b/unsloth/kernels/moe/tests/test_grouped_gemm.py new file mode 100644 index 0000000000..cad5d2df95 --- /dev/null +++ b/unsloth/kernels/moe/tests/test_grouped_gemm.py @@ -0,0 +1,1204 @@ +from dataclasses import asdict + +import pytest +import torch + +from grouped_gemm.interface import ( + grouped_gemm, + grouped_gemm_dW, + grouped_gemm_dX, + grouped_gemm_forward, +) +from grouped_gemm.kernels.tuning import ( + KernelConfig, + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, +) +from grouped_gemm.reference.moe_ops import ( + calculate_topk, + get_routing_indices, + permute, + torch_grouped_gemm, + unpermute, +) + +from .common import ( + DATA_CONFIGS, + KERNEL_CONFIGS_FWD, + LLAMA_MODEL_CONFIG, + QWEN_MODEL_CONFIG, + SMALL_MODEL_CONFIGS, + TOLERANCE, + DataConfig, + KERNEL_CONFIGS_BWD_dW, + KERNEL_CONFIGS_BWD_dX, + ModelConfig, + make_inputs, +) + +SEED = 0 + + +# Only certain combinations of permute_x, permute_y, use_W1 are valid. +# use_W1 => first grouped GEMM in a fused MoE MLP +# use_W2 => second grouped GEMM in a fused MoE MLP +# permute_x => permute the input to the grouped GEMM, only done for the first grouped GEMM +# permute_y => permute the output of the grouped GEMM, only done for the second grouped GEMM +# fuse_mul_post => fuse the multiplication of topk weights in the epilogue of the second grouped GEMM; only used for inference, not currently tested +def check_valid_config( + permute_x, permute_y, use_W1, fuse_mul_post=False, is_backward=False, verbose=False +): + use_W2 = not use_W1 + + if permute_x and permute_y: + if verbose: + print(f"Skipping test: {permute_x=} {permute_y=}") + return False + if use_W2 and permute_x: + if verbose: + print(f"Skipping test: {permute_x=} {use_W2=}") + return False + if use_W1 and permute_y: + if verbose: + print(f"Skipping test: {permute_y=} {use_W1=}") + return False + if fuse_mul_post and use_W1: + if verbose: + print(f"Skipping test: {fuse_mul_post=} {use_W1=}") + return False + if is_backward and fuse_mul_post: + if verbose: + print(f"Skipping test: {fuse_mul_post=} {is_backward=}") + return False + + return True + + +""" +grouped_gemm_forward + +permute_x: typically in a fused MoE MLP, we can fuse the permutation of hidden states (X) from token order to expert grouped order needed for grouped GEMM by directly loading X in permuted order rather than launching a separate permutation kernel. +permute_y: We can also fuse the unpermutation of tokens after the second grouped GEMM to restore to original token order. This is fused into the second grouped GEMM by directly storing the output in unpermuted order. +fuse_mul: We can also fuse the multiplication of topk weights in the epilogue of the second grouped GEMM. Note that this is only supported for inference and not training, although this may change in the future. +use_W1 test the shapes for the first grouped GEMM in a fused MoE MLP +use_W2 = `not use_W1` tests the shapes for the second grouped GEMM in a fused MoE MLP + +Given the above, only certain combinations are valid: +- use_W1 is always False when permute_y is True since we only permute the second grouped GEMM +- use_W2 is always False when permute_x is True since we only permute the first grouped GEMM +- only one of permute_x and permute_y can be True +- fuse_mul is only True if permute_y is also True + +See `check_valid_config` for more details. +""" + + +def _test_grouped_gemm_forward( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, # W1 -> first grouped GEMM in a fused MoE MLP, not W1 -> second grouped GEMM in a fused MoE MLP + fuse_mul_post: bool = False, + flatten: bool = True, + # Manually tuned parameters + use_tma_load_w: bool = False, + use_tma_load_x: bool = False, + use_tma_store: bool = False, + BLOCK_SIZE_M: int = None, + BLOCK_SIZE_N: int = None, + BLOCK_SIZE_K: int = None, + num_warps: int = None, + num_stages: int = None, + # Autotuning parameters + autotune: bool = False, + num_autotune_configs: int = None, + # Flag to manually enable TMA store + allow_tma_store: bool = False, + use_autograd: bool = False, +): + if not check_valid_config( + permute_x, permute_y, use_W1=use_W1, fuse_mul_post=fuse_mul_post + ): + pytest.skip( + f"Skipping test due to invalid config: {permute_x=} {permute_y=} {use_W1=} {fuse_mul_post=}" + ) + + if use_tma_store and not allow_tma_store: + pytest.skip("TMA store needs to be debugged due to non-deterministic behavior") + + X1, X2, W1, W2, gating_output = make_inputs( + M=data_config.bs * data_config.seq_len, + N=model_config.intermediate_size, + K=model_config.hidden_size, + E=model_config.num_experts, + topk=model_config.topk, + dtype=data_config.dtype, + ) + topk = model_config.topk + use_sigmoid = model_config.use_sigmoid + renormalize = model_config.renormalize + + X = X1 if use_W1 else X2 + num_tokens = data_config.bs * data_config.seq_len + E, K, N = W2.shape # E = num_experts, K = hidden_size, N = intermediate_size + assert W1.shape == (E, 2 * N, K) + W = W1 if use_W1 else W2 + + if use_W1: + assert X.shape == (num_tokens, K), ( + f"X.shape: {X.shape}, num_tokens: {num_tokens}, K: {K}" + ) + else: + assert X.shape == (num_tokens * topk, N), ( + f"X.shape: {X.shape}, num_tokens: {num_tokens}, topk: {topk}, N: {N}" + ) + + total_tokens = num_tokens * topk + output_shape = (total_tokens, 2 * N) if use_W1 else (total_tokens, K) + + topk_weights, topk_ids = calculate_topk( + gating_output, topk, use_sigmoid=use_sigmoid, renormalize=renormalize + ) + topk_weights = topk_weights.view(-1) # num_tokens * topk + topk_ids = topk_ids.view(-1) # num_tokens * topk + + expert_token_counts, gather_indices = get_routing_indices(topk_ids, num_experts=E) + assert len(gather_indices) == total_tokens + assert len(expert_token_counts) == E + + atol, rtol = TOLERANCE[X.dtype] + + Xperm = permute(X, gather_indices, topk) + + Xref = Xperm + + assert Xperm.shape == (total_tokens, K) if use_W1 else (total_tokens, N), ( + f"Xperm.shape: {Xperm.shape}, total_tokens: {total_tokens}, K: {K}" + ) + + ref_output = torch_grouped_gemm(X=Xref, W=W, m_sizes=expert_token_counts) + + if permute_x: + X_test = X + else: + X_test = Xperm + + # No need to run all configs for tests, otherwise takes too long + if autotune: + from grouped_gemm.kernels.forward import _autotuned_grouped_gemm_forward_kernel + + if num_autotune_configs is not None: + _autotuned_grouped_gemm_forward_kernel.configs = ( + _autotuned_grouped_gemm_forward_kernel.configs[:num_autotune_configs] + ) + + # Use autograd.Function interface + if use_autograd: + from grouped_gemm.interface import grouped_gemm + + kernel_config_fwd = KernelConfigForward( + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + permute_x=permute_x, + permute_y=permute_y, + fuse_mul_post=fuse_mul_post, + use_tma_load_w=use_tma_load_w, + use_tma_load_x=use_tma_load_x, + use_tma_store=use_tma_store, + ) + + test_output = grouped_gemm( + X=X_test, + W=W, + topk=topk, + m_sizes=expert_token_counts, + gather_indices=gather_indices, + topk_weights=topk_weights if fuse_mul_post else None, + permute_x=permute_x, + permute_y=permute_y, + fuse_mul_post=fuse_mul_post, + kernel_config_fwd=kernel_config_fwd, + autotune=autotune, + is_first_gemm=use_W1, + ) + # Use manual interface + else: + test_output = grouped_gemm_forward( + X=X_test, + W=W, + topk=topk, + m_sizes=expert_token_counts, + gather_indices=gather_indices, + topk_weights=topk_weights if fuse_mul_post else None, + permute_x=permute_x, + permute_y=permute_y, + fuse_mul_post=fuse_mul_post, + use_tma_load_w=use_tma_load_w, + use_tma_load_x=use_tma_load_x, + use_tma_store=use_tma_store, + autotune=autotune, + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + flatten=flatten, + ) + assert ref_output.shape == output_shape + assert test_output.shape == output_shape + + if permute_y: + ref_output = unpermute(ref_output, gather_indices) + if fuse_mul_post: + # if we don't permute_y, then test output is permuted with topk weights applied + # the ref output needs to be unpermuted before multiplying by topk weights since topk weights are in token order + if not permute_y: + ref_output = unpermute(ref_output, gather_indices) + test_output = unpermute(test_output, gather_indices) + ref_output = ref_output * topk_weights[:, None] + + assert torch.allclose(ref_output, test_output, atol=atol, rtol=rtol), ( + f"Grouped gemm forward failed: {(ref_output - test_output).abs().max().item():.6f}" + ) + + +# NOTE: Fuse multiplication of topk weights is only supported for inference and not training, although this may change in the future; not currently tested. +@pytest.mark.parametrize( + "kernel_config", + KERNEL_CONFIGS_FWD, + ids=lambda x: x.to_string(include_tuning_params=True, include_tma=True), +) +@pytest.mark.parametrize( + "model_config", + SMALL_MODEL_CONFIGS + [QWEN_MODEL_CONFIG, LLAMA_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_forward_manual( + data_config: DataConfig, + model_config: ModelConfig, + kernel_config: KernelConfigForward, + use_W1: bool, +): + _test_grouped_gemm_forward( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + **asdict(kernel_config), + ) + + +@pytest.mark.parametrize( + "kernel_config", + KERNEL_CONFIGS_FWD, + ids=lambda x: x.to_string(include_tuning_params=True, include_tma=True), +) +@pytest.mark.parametrize( + "model_config", + SMALL_MODEL_CONFIGS + [QWEN_MODEL_CONFIG, LLAMA_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_forward_manual_autograd( + data_config: DataConfig, + model_config: ModelConfig, + kernel_config: KernelConfigForward, + use_W1: bool, +): + _test_grouped_gemm_forward( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + use_autograd=True, + **asdict(kernel_config), + ) + + +@pytest.mark.parametrize( + "num_autotune_configs", [10], ids=lambda x: f"num_autotune_configs={x}" +) +@pytest.mark.parametrize( + "permute_x", [True, False], ids=lambda x: "permute_x" if x else "" +) +@pytest.mark.parametrize( + "permute_y", [True, False], ids=lambda x: "permute_y" if x else "" +) +@pytest.mark.parametrize( + "model_config", + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_forward_autotune( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + num_autotune_configs: int, +): + _test_grouped_gemm_forward( + data_config=data_config, + model_config=model_config, + permute_x=permute_x, + permute_y=permute_y, + use_W1=use_W1, + num_autotune_configs=num_autotune_configs, + autotune=True, + use_autograd=False, + ) + + +@pytest.mark.parametrize( + "num_autotune_configs", [10], ids=lambda x: f"num_autotune_configs={x}" +) +@pytest.mark.parametrize( + "permute_x", [True, False], ids=lambda x: "permute_x" if x else "" +) +@pytest.mark.parametrize( + "permute_y", [True, False], ids=lambda x: "permute_y" if x else "" +) +@pytest.mark.parametrize( + "model_config", + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_forward_autotune_autograd( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + num_autotune_configs: int, +): + _test_grouped_gemm_forward( + data_config=data_config, + model_config=model_config, + permute_x=permute_x, + permute_y=permute_y, + use_W1=use_W1, + num_autotune_configs=num_autotune_configs, + autotune=True, + use_autograd=True, + ) + + +""" +grouped_gemm_backward_dX + +use_W1 test the shapes for the first grouped GEMM in a fused MoE MLP +use_W2 = `not use_W1` tests the shapes for the second grouped GEMM in a fused MoE MLP + +Only certain combinations of permute_x, permute_y, and fuse_mul are supported. + +Typically in a fused MoE MLP, we can fuse the permutation of hidden states (X) from token order to expert grouped order needed for grouped GEMM by directly loading X in permuted order rather than launching a separate permutation kernel. +We can also fuse the unpermutation of tokens after the second grouped GEMM to restore to original token order. This is fused into the second grouped GEMM by directly storing the output in unpermuted order. + +Hence the following conditions: +- If use_W1 there are two cases: + - permute_x is False and topk > 1: + - dX_test is still in permuted order and has shape (total_tokens, K) + - it needs to be unpermuted and summed across topk before comparing to ref_grad +- permute_x is True: + - dX_test is already unpermuted and summed across topk with shape (num_tokens, K) + - no further processing is needed +- permute_x is False and topk == 1: + - dX_test needs to be permuted, no need to sum since topk == 1 + +- If use_W2: + - permute_x is always False + - if permute_y: + - grad_output needs to be unpermuted before passing to grouped_gemm_dX + - dX_test is permuted and has shape (total_tokens, N) + - it needs to be unpermuted before comparing to ref_grad or can be compared directly to Xperm.grad + - if not permute_y: + - dX_test is not permuted and has shape (total_tokens, N) + - no further processing is needed +""" + + +def _test_grouped_gemm_backward_dX( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool = False, + permute_y: bool = False, + use_tma_load_dy: bool = False, + use_tma_load_w: bool = False, + use_tma_store: bool = False, + use_W1: bool = True, + autotune: bool = False, + num_autotune_configs: int = None, + BLOCK_SIZE_M: int = None, + BLOCK_SIZE_N: int = None, + BLOCK_SIZE_K: int = None, + num_warps: int = None, + num_stages: int = None, + flatten: bool = True, + allow_tma_store: bool = False, + use_autograd: bool = False, + fuse_mul_post: bool = False, +): + if not check_valid_config(permute_x, permute_y, use_W1=use_W1, is_backward=True): + pytest.skip( + f"Skipping test due to invalid config: {permute_x=} {permute_y=} {use_W1=}" + ) + + if use_tma_store and not allow_tma_store: + pytest.skip("TMA store needs to be debugged due to non-deterministic behavior") + + if ( + autotune + and model_config.intermediate_size <= 128 + and model_config.hidden_size <= 128 + ): + pytest.skip("Skipping autotuning for small model configs") + + # Prevent OOM for large intermediate sizes + if model_config.intermediate_size > 2048: + model_config.intermediate_size = 1024 + if model_config.hidden_size > 2048: + model_config.hidden_size = 1024 + + use_W2 = not use_W1 + X1, X2, W1, W2, gating_output = make_inputs( + M=data_config.bs * data_config.seq_len, + N=model_config.intermediate_size, + K=model_config.hidden_size, + E=model_config.num_experts, + topk=model_config.topk, + dtype=data_config.dtype, + requires_grad=True, + ) + topk = model_config.topk + num_experts = model_config.num_experts + use_sigmoid = model_config.use_sigmoid + renormalize = model_config.renormalize + + X = X1 if use_W1 else X2 + num_tokens = data_config.bs * data_config.seq_len + total_tokens = num_tokens * topk + + E, K, N = W2.shape # E = num_experts, K = hidden_size, N = intermediate_size + assert W1.shape == (E, 2 * N, K) + W = W1 if use_W1 else W2 + + if use_W1: + assert X.shape == (num_tokens, K), ( + f"X.shape: {X.shape}, num_tokens: {num_tokens}, K: {K}" + ) + else: + assert X.shape == (total_tokens, N), ( + f"X.shape: {X.shape}, total_tokens: {total_tokens}, N: {N}" + ) + + W_test = W.detach().clone().requires_grad_(True) + + topk_weights, topk_ids = calculate_topk( + gating_output, topk, use_sigmoid=use_sigmoid, renormalize=renormalize + ) + topk_weights = topk_weights.view(-1) # num_tokens * topk + topk_ids = topk_ids.view(-1) # num_tokens * topk + + expert_token_counts, gather_indices = get_routing_indices(topk_ids, num_experts=E) + assert len(gather_indices) == total_tokens + assert len(expert_token_counts) == num_experts + + atol, rtol = TOLERANCE[X.dtype] + Xperm = permute(X, gather_indices, topk) + + # Need to retain grad otherwise grad is not propagated + X.retain_grad() + W.retain_grad() + Xperm.retain_grad() + + assert Xperm.shape == (total_tokens, K) if use_W1 else (total_tokens, N) + + output_shape = (total_tokens, 2 * N) if use_W1 else (total_tokens, K) + ref_output = torch_grouped_gemm(X=Xperm, W=W, m_sizes=expert_token_counts) + assert ref_output.shape == output_shape, ( + f"ref_output.shape: {ref_output.shape}, output_shape: {output_shape}" + ) + + if permute_y: + ref_output = unpermute(ref_output, gather_indices) + + grad_output = torch.randn_like(ref_output) + ref_output.backward(grad_output) + + assert X.grad is not None + assert W.grad is not None + + ref_grad = Xperm.grad + + if autotune: + # No need to run all configs for autotuning + from grouped_gemm.kernels.backward import _autotuned_grouped_gemm_dX_kernel + + if num_autotune_configs is not None: + _autotuned_grouped_gemm_dX_kernel.configs = ( + _autotuned_grouped_gemm_dX_kernel.configs[:num_autotune_configs] + ) + + if use_autograd: + from grouped_gemm.interface import grouped_gemm + + if not autotune: + kernel_config_fwd = KernelConfigForward() + kernel_config_bwd_dX = KernelConfigBackward_dX( + use_tma_load_dy=use_tma_load_dy, + use_tma_load_w=use_tma_load_w, + use_tma_store=use_tma_store, + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + ) + kernel_config_bwd_dW = KernelConfigBackward_dW() + else: + from grouped_gemm.kernels.backward import ( + _autotuned_grouped_gemm_dW_kernel, + _autotuned_grouped_gemm_dX_kernel, + ) + from grouped_gemm.kernels.forward import ( + _autotuned_grouped_gemm_forward_kernel, + ) + + if num_autotune_configs is not None: + _autotuned_grouped_gemm_dX_kernel.configs = ( + _autotuned_grouped_gemm_dX_kernel.configs[:num_autotune_configs] + ) + _autotuned_grouped_gemm_forward_kernel.configs = ( + _autotuned_grouped_gemm_forward_kernel.configs[ + :num_autotune_configs + ] + ) + + kernel_config_fwd = None + kernel_config_bwd_dX = None + X_ = ( + X.detach().clone().requires_grad_(True) + if permute_x + else Xperm.detach().clone().requires_grad_(True) + ) + test_output = grouped_gemm( + X=X_, + W=W_test, + m_sizes=expert_token_counts, + gather_indices=gather_indices, + topk=topk, + permute_x=permute_x, + permute_y=permute_y, + autotune=autotune, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dX=kernel_config_bwd_dX, + is_first_gemm=use_W1, + dX_only=True, + ) + assert test_output.shape == ref_output.shape, ( + f"test_output.shape: {test_output.shape}, ref_output.shape: {ref_output.shape}" + ) + assert torch.allclose(test_output, ref_output, atol=atol, rtol=rtol), ( + f"Grouped gemm backward_dX forward outputs mismatch: {(test_output - ref_output).abs().max().item():.6f}" + ) + test_output.backward(grad_output) + assert X_.grad is not None + + # NOTE:need to handle grad differenlty in this case due to errors arising to do how torch autograd handles unpermute and sum reduction + # the grad of Xperm unpermuted and reduced across topk should match X_.grad + # However, both will have a numerical difference with that of ref_grad + # This is due to the fact that torch autograd handles unpermute and sum reduction differently see: https://discuss.pytorch.org/t/permute-unpermute-gradient/219557 else: + if permute_x and use_W1: + X_grad_unperm = unpermute(Xperm.grad, gather_indices) + manual_grad_check = X_grad_unperm.view(num_tokens, topk, K).sum(dim=1) + assert manual_grad_check.shape == X_.grad.shape, ( + f"manual_grad_check.shape: {manual_grad_check.shape}, X_.grad.shape: {X_.grad.shape}" + ) + assert torch.allclose(manual_grad_check, X_.grad, atol=atol, rtol=rtol), ( + f"Grouped gemm backward_dX forward outputs mismatch: {(manual_grad_check - X_.grad).abs().max().item():.6f}" + ) + manual_diff = (X_.grad - manual_grad_check).abs().max().item() + autograd_diff = (X_.grad - X.grad).abs().max().item() + print(f"manual_diff: {manual_diff:.6f}, autograd_diff: {autograd_diff:.6f}") + else: + assert torch.allclose(X_.grad, ref_grad, atol=atol, rtol=rtol), ( + f"Grouped gemm backward_dX forward outputs mismatch: {(X_.grad - ref_grad).abs().max().item():.6f}" + ) + return + else: + dX_test = grouped_gemm_dX( + dY=grad_output, + W=W_test, + gather_indices=gather_indices, + m_sizes=expert_token_counts, + topk=topk, + permute_x=permute_x, + permute_y=permute_y, + use_tma_load_w=use_tma_load_w, + use_tma_load_dy=use_tma_load_dy, + use_tma_store=use_tma_store, + autotune=autotune, + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + flatten=flatten, + # debug=True, + ) + + # if permute_x and use_W1 (first grouped GEMM) then the kernel should have unpermuted the dX + # therefore we need to unpermute the ref_grad to compare to the output of the kernel + if permute_x and use_W1: + ref_grad = unpermute(ref_grad, gather_indices) + + assert ref_grad.shape == dX_test.shape, ( + f"Grouped gemm manual backward_dX outputs mismatch: ref_grad: {ref_grad.shape}, dX_test: {dX_test.shape}" + ) + diff = (ref_grad - dX_test).abs().max().item() + + assert torch.allclose(ref_grad, dX_test, atol=atol, rtol=rtol), ( + f"Grouped gemm manual backward_dX outputs mismatch: {diff:.6f}" + ) + + if permute_x and use_W1: + # Show that reduction results in diffs + # First calculate X.grad manually by backpropping through unpermuted ref_grad + dX_ref_check = ref_grad.view(num_tokens, topk, K).sum(dim=1) + # Do the same for the actual output of the kernel + dX_test_check = dX_test.view(num_tokens, topk, K).sum(dim=1) + # Show diffs for each combination + diff_ref_check = (X.grad - dX_ref_check).abs().max().item() + diff_test_check = (X.grad - dX_test_check).abs().max().item() + diff_check_test = (dX_ref_check - dX_test_check).abs().max().item() + print( + f"diff_ref_check: {diff_ref_check:.6f}, diff_test_check: {diff_test_check:.6f}, diff_check_test: {diff_check_test:.6f}" + ) + + +# NOTE: We reduce the size of the Llama4 model configs to prevent OOM +# Important to note that for the full model size (5120, 8192), the tests do result in diffs on the order of 1e-2. +@pytest.mark.parametrize( + "kernel_config", + KERNEL_CONFIGS_BWD_dX, + ids=lambda x: x.to_string(include_tuning_params=True, include_tma=True), +) +@pytest.mark.parametrize( + "model_config", + SMALL_MODEL_CONFIGS[:1] + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dX_manual( + data_config: DataConfig, + model_config: ModelConfig, + kernel_config: KernelConfigBackward_dX, + use_W1: bool, +): + _test_grouped_gemm_backward_dX( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + use_autograd=False, + **asdict(kernel_config), + ) + + +@pytest.mark.parametrize( + "kernel_config", + KERNEL_CONFIGS_BWD_dX, + ids=lambda x: x.to_string(include_tuning_params=True, include_tma=True), +) +@pytest.mark.parametrize( + "model_config", + SMALL_MODEL_CONFIGS[:1] + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dX_manual_autograd( + data_config: DataConfig, + model_config: ModelConfig, + kernel_config: KernelConfigBackward_dX, + use_W1: bool, +): + _test_grouped_gemm_backward_dX( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + use_autograd=True, + **asdict(kernel_config), + ) + + +@pytest.mark.parametrize( + "num_autotune_configs", [20], ids=lambda x: f"num_autotune_configs={x}" +) +@pytest.mark.parametrize( + "permute_x", [True, False], ids=lambda x: "permute_x" if x else "" +) +@pytest.mark.parametrize( + "permute_y", [True, False], ids=lambda x: "permute_y" if x else "" +) +@pytest.mark.parametrize( + "model_config", + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dX_autotune( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + num_autotune_configs: int, +): + # TMA loads / stores will be autotuned + _test_grouped_gemm_backward_dX( + data_config=data_config, + model_config=model_config, + permute_x=permute_x, + permute_y=permute_y, + use_W1=use_W1, + autotune=True, + use_autograd=False, + num_autotune_configs=num_autotune_configs, + ) + + +@pytest.mark.parametrize( + "num_autotune_configs", [20], ids=lambda x: f"num_autotune_configs={x}" +) +@pytest.mark.parametrize( + "permute_x", [True, False], ids=lambda x: "permute_x" if x else "" +) +@pytest.mark.parametrize( + "permute_y", [True, False], ids=lambda x: "permute_y" if x else "" +) +@pytest.mark.parametrize( + "model_config", + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dX_autotune_autograd( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + num_autotune_configs: int, +): + # TMA loads / stores will be autotuned + _test_grouped_gemm_backward_dX( + data_config=data_config, + model_config=model_config, + permute_x=permute_x, + permute_y=permute_y, + use_W1=use_W1, + autotune=True, + use_autograd=True, + num_autotune_configs=num_autotune_configs, + ) + + +def _test_grouped_gemm_backward_dW( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + use_tma_load_dy: bool = False, + use_tma_load_x: bool = False, + use_tma_store: bool = False, + BLOCK_SIZE_M: int = None, + BLOCK_SIZE_N: int = None, + BLOCK_SIZE_K: int = None, + num_warps: int = None, + num_stages: int = None, + flatten: bool = True, + autotune: bool = False, + num_autotune_configs: int = None, + allow_tma_store: bool = False, + debug: bool = False, + fuse_mul_post: bool = False, # Unused for backward_dW + use_autograd: bool = False, +): + if not check_valid_config( + permute_x, + permute_y, + fuse_mul_post=fuse_mul_post, + use_W1=use_W1, + is_backward=True, + ): + pytest.skip( + f"Skipping test due to invalid config: {permute_x=} {permute_y=} {use_W1=}" + ) + + if use_tma_store and not allow_tma_store: + pytest.skip("TMA store needs to be debugged due to non-deterministic behavior") + + X1, X2, W1, W2, gating_output = make_inputs( + M=data_config.bs * data_config.seq_len, + N=model_config.intermediate_size, + K=model_config.hidden_size, + E=model_config.num_experts, + topk=model_config.topk, + dtype=data_config.dtype, + requires_grad=True, + ) + topk = model_config.topk + num_experts = model_config.num_experts + use_sigmoid = model_config.use_sigmoid + renormalize = model_config.renormalize + + X = X1 if use_W1 else X2 + num_tokens = data_config.bs * data_config.seq_len + E, K, N = W2.shape # E = num_experts, K = hidden_size, N = intermediate_size + assert W1.shape == (E, 2 * N, K) + W = W1 if use_W1 else W2 + + if use_W1: + assert X.shape == (num_tokens, K), ( + f"X.shape: {X.shape}, num_tokens: {num_tokens}, K: {K}" + ) + else: + assert X.shape == (num_tokens * topk, N), ( + f"X.shape: {X.shape}, num_tokens: {num_tokens}, topk: {topk}, N: {N}" + ) + + total_tokens = num_tokens * topk + output_shape = (total_tokens, 2 * N) if use_W1 else (total_tokens, K) + + X_test = X.detach().clone().requires_grad_(True) + W_test = W.detach().clone().requires_grad_(True) + + topk_weights, topk_ids = calculate_topk( + gating_output, topk, use_sigmoid=use_sigmoid, renormalize=renormalize + ) + topk_weights = topk_weights.view(-1) # num_tokens * topk + topk_ids = topk_ids.view(-1) # num_tokens * topk + + expert_token_counts, gather_indices = get_routing_indices(topk_ids, num_experts=E) + assert len(gather_indices) == total_tokens + assert len(expert_token_counts) == num_experts + + atol, rtol = TOLERANCE[X.dtype] + Xperm = permute(X, gather_indices, topk) + Xperm_test = Xperm.detach().clone().requires_grad_(True) + + # Need to retain grad otherwise grad is not propagated + X.retain_grad() + W.retain_grad() + Xperm.retain_grad() + assert Xperm.shape == (total_tokens, K) if use_W1 else (total_tokens, N) + + output_shape = (total_tokens, 2 * N) if use_W1 else (total_tokens, K) + + ref_output = torch_grouped_gemm(X=Xperm, W=W, m_sizes=expert_token_counts) + assert ref_output.shape == output_shape + + # if permute_y then the assumption is that the output of grouped_gemm was unpermuted on store + # Therefore we have to unpermute before backpropping to ensure proper alignment + if permute_y: + ref_output = unpermute(ref_output, gather_indices) + + grad_output = torch.randn_like(ref_output) + ref_output.backward(grad_output) + assert X.grad is not None + assert W.grad is not None + + # Test backward kernel directly + X_ = X_test if permute_x else Xperm_test + + if debug: + torch.set_printoptions(precision=4) + for i in range(num_experts): + print(f"Expert {i} weight grad:\n{W.grad[i, :5, :5]}") + + if autotune: + from grouped_gemm.kernels.backward import _autotuned_grouped_gemm_dW_kernel + + if num_autotune_configs is not None: + _autotuned_grouped_gemm_dW_kernel.configs = ( + _autotuned_grouped_gemm_dW_kernel.configs[:num_autotune_configs] + ) + + if use_autograd: + from grouped_gemm.interface import grouped_gemm + + if not autotune: + kernel_config_fwd = KernelConfigForward( + # Only care about backward_dW config + use_tma_load_w=False, + use_tma_load_x=False, + use_tma_store=False, + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + ) + kernel_config_bwd_dW = KernelConfigBackward_dW( + use_tma_load_dy=use_tma_load_dy, + use_tma_load_x=use_tma_load_x, + use_tma_store=use_tma_store, + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + ) + else: + from grouped_gemm.kernels.backward import _autotuned_grouped_gemm_dW_kernel + from grouped_gemm.kernels.forward import ( + _autotuned_grouped_gemm_forward_kernel, + ) + + if num_autotune_configs is not None: + _autotuned_grouped_gemm_forward_kernel.configs = ( + _autotuned_grouped_gemm_forward_kernel.configs[ + :num_autotune_configs + ] + ) + _autotuned_grouped_gemm_dW_kernel.configs = ( + _autotuned_grouped_gemm_dW_kernel.configs[:num_autotune_configs] + ) + kernel_config_fwd = None + kernel_config_bwd_dW = None + + test_output = grouped_gemm( + X=X_, + W=W_test, + m_sizes=expert_token_counts, + gather_indices=gather_indices, + topk=topk, + permute_x=permute_x, + permute_y=permute_y, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + autotune=autotune, + is_first_gemm=use_W1, + dW_only=True, + ) + assert test_output.shape == ref_output.shape, ( + f"Grouped gemm autograd backward_dW outputs mismatch: {test_output.shape} != {ref_output.shape}" + ) + assert torch.allclose(test_output, ref_output, atol=atol, rtol=rtol), ( + f"Grouped gemm autograd backward_dW forward outputs mismatch: {test_output.shape} != {ref_output.shape}" + ) + test_output.backward(grad_output) + assert W_test.grad is not None + dW_test = W_test.grad + else: + dW_test = grouped_gemm_dW( + dY=grad_output, + X=X_, + m_sizes=expert_token_counts, + gather_indices=gather_indices, + topk=topk, + permute_x=permute_x, + permute_y=permute_y, + use_tma_load_dy=use_tma_load_dy, + use_tma_load_x=use_tma_load_x, + use_tma_store=use_tma_store, + BLOCK_SIZE_M=BLOCK_SIZE_M, + BLOCK_SIZE_N=BLOCK_SIZE_N, + BLOCK_SIZE_K=BLOCK_SIZE_K, + num_warps=num_warps, + num_stages=num_stages, + flatten=flatten, + autotune=autotune, + debug=debug, + ) + assert W.grad.shape == dW_test.shape, ( + f"Grouped gemm manual backward_dW outputs mismatch: W.grad: {W.grad.shape}, dW_test: {dW_test.shape}" + ) + + if debug: + with torch.no_grad(): + if not torch.allclose(W.grad, dW_test, atol=atol, rtol=rtol): + print(f"Ref Wgrad sum: {W.grad.sum().item():.4f}") + print(f"Test Wgrad sum: {dW_test.sum().item():.4f}") + + for i in range(num_experts): + print(f"Expert {i} weight grad:\n{W.grad[i, :5, :5]}") + print(f"Expert {i} dW_test:\n{dW_test[i, :5, :5]}") + expert_diff = (W.grad[i, :, :] - dW_test[i, :, :]).abs().max().item() + print(f"Expert {i} diff: {expert_diff:.6f}") + + diff = (W.grad - dW_test).abs().max().item() + assert False, ( + f"Grouped gemm manual backward_dW outputs mismatch: {diff:.6f}" + ) + else: + diff = (W.grad - dW_test).abs().max().item() + assert torch.allclose(W.grad, dW_test, atol=atol, rtol=rtol), ( + f"Grouped gemm manual backward_dW outputs mismatch: {diff:.6f}" + ) + + +@pytest.mark.parametrize( + "kernel_config", + KERNEL_CONFIGS_BWD_dW, + ids=lambda x: x.to_string(include_tuning_params=False, include_tma=True), +) +@pytest.mark.parametrize( + "model_config", + SMALL_MODEL_CONFIGS + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dW_manual( + data_config: DataConfig, + model_config: ModelConfig, + kernel_config: KernelConfig, + use_W1: bool, + debug: bool = False, +): + _test_grouped_gemm_backward_dW( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + use_autograd=False, + **asdict(kernel_config), + ) + + +@pytest.mark.parametrize( + "kernel_config", + KERNEL_CONFIGS_BWD_dW, + ids=lambda x: x.to_string(include_tuning_params=False, include_tma=True), +) +@pytest.mark.parametrize( + "model_config", + SMALL_MODEL_CONFIGS + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dW_manual_autograd( + data_config: DataConfig, + model_config: ModelConfig, + kernel_config: KernelConfig, + use_W1: bool, + debug: bool = False, +): + _test_grouped_gemm_backward_dW( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + use_autograd=True, + **asdict(kernel_config), + ) + + +@pytest.mark.parametrize( + "num_autotune_configs", [20], ids=lambda x: f"num_autotune_configs={x}" +) +@pytest.mark.parametrize( + "permute_x", [True, False], ids=lambda x: "permute_x" if x else "" +) +@pytest.mark.parametrize( + "permute_y", [True, False], ids=lambda x: "permute_y" if x else "" +) +@pytest.mark.parametrize( + "model_config", + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dW_autotune( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + num_autotune_configs: int, +): + _test_grouped_gemm_backward_dW( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + permute_x=permute_x, + permute_y=permute_y, + autotune=True, + use_autograd=False, + num_autotune_configs=num_autotune_configs, + ) + + +@pytest.mark.parametrize( + "num_autotune_configs", [20], ids=lambda x: f"num_autotune_configs={x}" +) +@pytest.mark.parametrize( + "permute_x", [True, False], ids=lambda x: "permute_x" if x else "" +) +@pytest.mark.parametrize( + "permute_y", [True, False], ids=lambda x: "permute_y" if x else "" +) +@pytest.mark.parametrize( + "model_config", + [LLAMA_MODEL_CONFIG, QWEN_MODEL_CONFIG], + ids=lambda x: f"topk={x.topk} num_experts={x.num_experts} hidden_size={x.hidden_size} intermediate_size={x.intermediate_size}", +) +@pytest.mark.parametrize( + "data_config", DATA_CONFIGS, ids=lambda x: f"seq_len={x.seq_len} dtype={x.dtype}" +) +@pytest.mark.parametrize("use_W1", [True, False], ids=lambda x: f"use_W1={x}") +def test_grouped_gemm_backward_dW_autotune_autograd( + data_config: DataConfig, + model_config: ModelConfig, + permute_x: bool, + permute_y: bool, + use_W1: bool, + num_autotune_configs: int, +): + _test_grouped_gemm_backward_dW( + data_config=data_config, + model_config=model_config, + use_W1=use_W1, + permute_x=permute_x, + permute_y=permute_y, + autotune=True, + use_autograd=True, + num_autotune_configs=num_autotune_configs, + ) diff --git a/unsloth/kernels/moe/tests/test_qwen3_moe.py b/unsloth/kernels/moe/tests/test_qwen3_moe.py new file mode 100644 index 0000000000..8973eb0a4d --- /dev/null +++ b/unsloth/kernels/moe/tests/test_qwen3_moe.py @@ -0,0 +1,267 @@ +import argparse +from contextlib import contextmanager + +import pytest +import torch +from transformers import AutoConfig +from transformers.models.qwen3_moe import Qwen3MoeConfig +from transformers.models.qwen3_moe.modeling_qwen3_moe import Qwen3MoeSparseMoeBlock + +from grouped_gemm.kernels.tuning import ( + KernelConfigBackward_dW, + KernelConfigBackward_dX, + KernelConfigForward, +) +from grouped_gemm.reference.moe_ops import Qwen3MoeGroupedGEMMBlock + +from .moe_utils import ( + Qwen3MoeFusedGroupedGEMMBlock, + check_fwd, + check_grads, + check_grouped_gemm_results, + run_backward, + run_forward, +) + +""" +Qwen3 MoE tests + +NOTE: Test this as a module and NOT with pytest as running with pytest results in random numerical errors: python -m tests.test_qwen3_moe --permute_x --permute_y --autotune NOT pytest -sv tests/test_qwen3_moe.py +More specifically, all tests pass when run individually, but some will fail randomly (even with the same seed) when the entire test is run as a parametrized test suite using pytest, likely due to how pytest interacts with triton / autotuning. + +See tests/run_qwen3_moe_tests.sh for a script that runs all the tests + +The tests run the following: +Huggingface's Qwen3 MoE block (Qwen3MoeSparseMoeBlock) +Torch-native grouped gemm version of MoE block (Qwen3MoeGroupedGEMMBlock), which is the HF block with the expert computation replaced with a torch-native grouped gemm +Triton kernel grouped gemm version of MoE block (Qwen3MoeFusedGroupedGEMMBlock), which is the HF block with the expert computation replaced with the fused triton grouped gemm kernel + +The tests check the following: +- HF MoE block vs torch grouped gemm MoE block (sanity check) +- torch grouped gemm MoE block vs fused grouped gemm MoE block -- this allows us to test each of the intermediate results for easier debugging +- HF MoE block vs fused grouped gemm MoE block -- this is the actual test + +Both forward and backward passes are tests: +- forward: output of the moe block +- backwards: + - X: gradient of the input to the moe block + - gate.weight: gradient of the gate weights (router weights) + - gate_proj: gradient of concatenated gate projections + - up_proj: gradient of the concatenated up projections + - down_proj: gradient of the concatenated down projections + +Additionally, for the torch grouped gemm and triton grouped gemm versions, the intermediate outputs of the forward pass are checked: +- first_gemm: output of the first grouped gemm (X @ fused_gate_proj) +- intermediate: output of silu_mul(first_gemm) +- second_gemm: output of the second grouped gemm (intermediate @ down_proj) +- hidden_states_unpermute: output of the second_gemm after unpermuting back to token order (from expert grouped order); in the case where the permutation is fused in the triton kernel, this is the same as second_gemm +- hidden_states: output with the topk_weights applied +""" + +TOLERANCES = { + torch.bfloat16: (1e-2, 1e-2), + torch.float16: (1e-3, 1e-3), + torch.float: (1e-5, 1e-5), +} + + +@pytest.fixture(scope="module") +def model_id(): + return "Qwen/Qwen3-30B-A3B" + + +@pytest.fixture(scope="module") +def config(model_id: str): + return AutoConfig.from_pretrained(model_id) + + +@contextmanager +def test_context(prelude, epilogue="Passed!", char="-", num_chars=80): + print(char * num_chars) + print(prelude) + yield + print(epilogue) + print(char * num_chars) + + +SEED = 42 +SEQ_LENS = [1024] +DTYPES = [torch.bfloat16] + +# Reduce the number of autotuning configs to prevent excessive runtime +NUM_AUTOTUNE_CONFIGS = 50 + + +@pytest.mark.parametrize( + "permute_y", [True], ids=lambda x: "permute_y" if x else "no_permute_y" +) +@pytest.mark.parametrize( + "permute_x", [True], ids=lambda x: "permute_x" if x else "no_permute_x" +) +@pytest.mark.parametrize( + "autotune", [True], ids=lambda x: "autotune" if x else "manual" +) +@pytest.mark.parametrize("seqlen", SEQ_LENS, ids=lambda x: f"seqlen={x}") +@pytest.mark.parametrize("dtype", DTYPES, ids=str) +def test_qwen3_moe( + config: Qwen3MoeConfig, + seqlen: int, + dtype: torch.dtype, + permute_x: bool, + permute_y: bool, + autotune: bool, + atol: float, + rtol: float, +): + torch.manual_seed( + SEED + ) # Should not be needed when running using pytest -- autouse fixture in conftest.py + device = "cuda" + hidden_size = config.hidden_size + bs = 1 + # Reference op -- HF + moe_block = Qwen3MoeSparseMoeBlock(config).to(device, dtype) + + # Torch-native grouped gemm version of MoE Block -- for sanity checking + grouped_gemm_block = Qwen3MoeGroupedGEMMBlock.from_hf(moe_block).to(device, dtype) + grouped_gemm_block.check_weights(moe_block) + + if not autotune: + kernel_config_fwd = KernelConfigForward() + kernel_config_bwd_dW = KernelConfigBackward_dW() + kernel_config_bwd_dX = KernelConfigBackward_dX() + else: + from grouped_gemm.kernels.backward import ( + _autotuned_grouped_gemm_dW_kernel, + _autotuned_grouped_gemm_dX_kernel, + ) + from grouped_gemm.kernels.forward import _autotuned_grouped_gemm_forward_kernel + + # Hack to reduce number of autotuning configs + _autotuned_grouped_gemm_forward_kernel.configs = ( + _autotuned_grouped_gemm_forward_kernel.configs[:NUM_AUTOTUNE_CONFIGS] + ) + _autotuned_grouped_gemm_dW_kernel.configs = ( + _autotuned_grouped_gemm_dW_kernel.configs[:NUM_AUTOTUNE_CONFIGS] + ) + _autotuned_grouped_gemm_dX_kernel.configs = ( + _autotuned_grouped_gemm_dX_kernel.configs[:NUM_AUTOTUNE_CONFIGS] + ) + + kernel_config_fwd = None + kernel_config_bwd_dW = None + kernel_config_bwd_dX = None + + # Triton kernel grouped gemm version of MoE Block -- this is what we're testing + fused_gemm_block = Qwen3MoeFusedGroupedGEMMBlock.from_hf( + moe_block, + permute_x=permute_x, + permute_y=permute_y, + autotune=autotune, + kernel_config_fwd=kernel_config_fwd, + kernel_config_bwd_dW=kernel_config_bwd_dW, + kernel_config_bwd_dX=kernel_config_bwd_dX, + ).to(device, dtype) + fused_gemm_block.check_weights(moe_block) + + X = torch.randn( + bs, seqlen, hidden_size, dtype=dtype, device=device, requires_grad=True + ) + + # Forward + ref_result = run_forward(moe_block, X, is_grouped_gemm=False) + grouped_result = run_forward(grouped_gemm_block, X, is_grouped_gemm=True) + fused_result = run_forward(fused_gemm_block, X, is_grouped_gemm=True) + + with test_context( + "Testing forward pass", + epilogue="Passed forward tests!", + char="=", + num_chars=100, + ): + # Sanity checks + + with test_context("Checking HF vs torch grouped gemm MoE forward outputs..."): + check_fwd(ref_result, grouped_result, atol, rtol, verbose=False) + + with test_context( + "Checking torch grouped gemm MoE vs fused grouped gemm MoE forward outputs..." + ): + # We implement a custom check for grouped gemm results to test each of the intermediate results for easier debugging + check_grouped_gemm_results( + grouped_result.grouped_gemm_result, + fused_result.grouped_gemm_result, + permute_y=permute_y, + atol=atol, + rtol=rtol, + verbose=False, + ) + # Actual test + with test_context("Checking HF vs fused grouped gemm MoE forward outputs..."): + check_fwd(ref_result, fused_result, atol, rtol, verbose=True) + + # Backward + grad_output = torch.randn_like(ref_result.output) + ref_backward_result = run_backward( + moe_block, grad_output, output=ref_result.output, X=ref_result.X + ) + grouped_backward_result = run_backward( + grouped_gemm_block, + grad_output, + output=grouped_result.output, + X=grouped_result.X, + ) + fused_backward_result = run_backward( + fused_gemm_block, grad_output, output=fused_result.output, X=fused_result.X + ) + + with test_context( + "Testing backward pass", + epilogue="Passed backward tests!", + char="=", + num_chars=100, + ): + # Sanity checks + with test_context("Checking HF vs torch grouped gemm MoE grads..."): + check_grads( + ref_backward_result, grouped_backward_result, atol, rtol, verbose=False + ) + with test_context( + "Checking torch grouped gemm MoE vs fused grouped gemm MoE grads..." + ): + check_grads( + grouped_backward_result, + fused_backward_result, + atol, + rtol, + verbose=False, + ) + + # Actual test + with test_context("Checking HF vs fused grouped gemm MoE grads..."): + check_grads( + ref_backward_result, fused_backward_result, atol, rtol, verbose=True + ) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--seqlen", type=int, default=1024) + parser.add_argument( + "--dtype", type=str, choices=["bfloat16", "float16"], default="bfloat16" + ) + parser.add_argument("--permute_x", action="store_true") + parser.add_argument("--permute_y", action="store_true") + parser.add_argument("--autotune", action="store_true") + args = parser.parse_args() + args.dtype = getattr(torch, args.dtype) + args_dict = vars(args) + + model_id = "Qwen/Qwen3-30B-A3B" + config = AutoConfig.from_pretrained(model_id) + atol, rtol = TOLERANCES[args.dtype] + + print( + f"Testing {model_id} with seqlen={args.seqlen}, dtype={args.dtype}, permute_x={args.permute_x}, permute_y={args.permute_y}, autotune={args.autotune}, atol={atol}, rtol={rtol}" + ) + test_qwen3_moe(config, atol=atol, rtol=rtol, **args_dict) From 27a558a456af306624dc7a942f29590526272a09 Mon Sep 17 00:00:00 2001 From: Johnny Date: Sat, 3 May 2025 06:07:59 +0200 Subject: [PATCH 15/37] Update pyproject.toml (#2458) --- pyproject.toml | 23 ++++++++++++++++++++++- 1 file changed, 22 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 6866317fb0..f604e6a809 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -204,6 +204,16 @@ cu126onlytorch260 = [ "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'", "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", ] +cu128onlytorch270 = [ + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", +] cu118 = [ "unsloth[huggingface]", "bitsandbytes>=0.43.3", @@ -314,6 +324,11 @@ cu126-torch260 = [ "bitsandbytes>=0.45.1", "unsloth[cu126onlytorch260]", ] +cu128-torch270 = [ + "unsloth[huggingface]", + "bitsandbytes>=0.45.5", + "unsloth[cu128onlytorch270]", +] kaggle = [ "unsloth[huggingface]", ] @@ -507,8 +522,14 @@ cu126-ampere-torch260 = [ "unsloth[cu126onlytorch260]", "unsloth[flashattention]", ] +cu128-ampere-torch270 = [ + "unsloth[huggingface]", + "bitsandbytes>=0.45.5", + "unsloth[cu128onlytorch270]", + "unsloth[flashattention]", +] [project.urls] homepage = "http://www.unsloth.ai" documentation = "https://github.com/unslothai/unsloth" -repository = "https://github.com/unslothai/unsloth" \ No newline at end of file +repository = "https://github.com/unslothai/unsloth" From b462943bde4d4db9f21863c8d476542db01ad411 Mon Sep 17 00:00:00 2001 From: Roland Tannous <115670425+rolandtannous@users.noreply.github.com> Date: Sat, 3 May 2025 07:08:27 +0300 Subject: [PATCH 16/37] Added missing code of conduct (#2416) * Added code of conduct * fixed CONTRIBUTING -> CODE_OF_CONDUCT url link --- CODE_OF_CONDUCT.md | 133 +++++++++++++++++++++++++++++++++++++++++++++ CONTRIBUTING.md | 24 ++++---- 2 files changed, 145 insertions(+), 12 deletions(-) create mode 100644 CODE_OF_CONDUCT.md diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md new file mode 100644 index 0000000000..b23f3150a5 --- /dev/null +++ b/CODE_OF_CONDUCT.md @@ -0,0 +1,133 @@ + +# Contributor Covenant Code of Conduct + +## Our Pledge + +We as members, contributors, and leaders pledge to make participation in our +community a harassment-free experience for everyone, regardless of age, body +size, visible or invisible disability, ethnicity, sex characteristics, gender +identity and expression, level of experience, education, socio-economic status, +nationality, personal appearance, race, caste, color, religion, or sexual +identity and orientation. + +We pledge to act and interact in ways that contribute to an open, welcoming, +diverse, inclusive, and healthy community. + +## Our Standards + +Examples of behavior that contributes to a positive environment for our +community include: + +* Demonstrating empathy and kindness toward other people +* Being respectful of differing opinions, viewpoints, and experiences +* Giving and gracefully accepting constructive feedback +* Accepting responsibility and apologizing to those affected by our mistakes, + and learning from the experience +* Focusing on what is best not just for us as individuals, but for the overall + community + +Examples of unacceptable behavior include: + +* The use of sexualized language or imagery, and sexual attention or advances of + any kind +* Trolling, insulting or derogatory comments, and personal or political attacks +* Public or private harassment +* Publishing others' private information, such as a physical or email address, + without their explicit permission +* Other conduct which could reasonably be considered inappropriate in a + professional setting + +## Enforcement Responsibilities + +Community leaders are responsible for clarifying and enforcing our standards of +acceptable behavior and will take appropriate and fair corrective action in +response to any behavior that they deem inappropriate, threatening, offensive, +or harmful. + +Community leaders have the right and responsibility to remove, edit, or reject +comments, commits, code, wiki edits, issues, and other contributions that are +not aligned to this Code of Conduct, and will communicate reasons for moderation +decisions when appropriate. + +## Scope + +This Code of Conduct applies within all community spaces, and also applies when +an individual is officially representing the community in public spaces. +Examples of representing our community include using an official e-mail address, +posting via an official social media account, or acting as an appointed +representative at an online or offline event. + +## Enforcement + +Instances of abusive, harassing, or otherwise unacceptable behavior may be +reported to the community leaders responsible for enforcement at +feedback@huggingface.co. +All complaints will be reviewed and investigated promptly and fairly. + +All community leaders are obligated to respect the privacy and security of the +reporter of any incident. + +## Enforcement Guidelines + +Community leaders will follow these Community Impact Guidelines in determining +the consequences for any action they deem in violation of this Code of Conduct: + +### 1. Correction + +**Community Impact**: Use of inappropriate language or other behavior deemed +unprofessional or unwelcome in the community. + +**Consequence**: A private, written warning from community leaders, providing +clarity around the nature of the violation and an explanation of why the +behavior was inappropriate. A public apology may be requested. + +### 2. Warning + +**Community Impact**: A violation through a single incident or series of +actions. + +**Consequence**: A warning with consequences for continued behavior. No +interaction with the people involved, including unsolicited interaction with +those enforcing the Code of Conduct, for a specified period of time. This +includes avoiding interactions in community spaces as well as external channels +like social media. Violating these terms may lead to a temporary or permanent +ban. + +### 3. Temporary Ban + +**Community Impact**: A serious violation of community standards, including +sustained inappropriate behavior. + +**Consequence**: A temporary ban from any sort of interaction or public +communication with the community for a specified period of time. No public or +private interaction with the people involved, including unsolicited interaction +with those enforcing the Code of Conduct, is allowed during this period. +Violating these terms may lead to a permanent ban. + +### 4. Permanent Ban + +**Community Impact**: Demonstrating a pattern of violation of community +standards, including sustained inappropriate behavior, harassment of an +individual, or aggression toward or disparagement of classes of individuals. + +**Consequence**: A permanent ban from any sort of public interaction within the +community. + +## Attribution + +This Code of Conduct is adapted from the [Contributor Covenant][homepage], +version 2.1, available at +[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1]. + +Community Impact Guidelines were inspired by +[Mozilla's code of conduct enforcement ladder][Mozilla CoC]. + +For answers to common questions about this code of conduct, see the FAQ at +[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at +[https://www.contributor-covenant.org/translations][translations]. + +[homepage]: https://www.contributor-covenant.org +[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html +[Mozilla CoC]: https://github.com/mozilla/diversity +[FAQ]: https://www.contributor-covenant.org/faq +[translations]: https://www.contributor-covenant.org/translations diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 58a2652b5e..eb60a5a201 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -3,27 +3,27 @@ Thank you for not only using Unsloth but also for being interested in helping out! We value all contributions, whether they come in the form of code, ideas, support for others or just by simply spreading the word of Unsloth! 💕 - **[Support the Community](https://github.com/unslothai/unsloth/issues)**: Answer questions, review pull requests, or assist others in discussions. -- **Fix Bugs**: Identify and resolve issues with the existing codebase. -- **Submit Ideas**: Request new features or share enhancements you'd like to see. +- **Fix Bugs**: Identify and resolve issues with the existing codebase. +- **Submit Ideas**: Request new features or share enhancements you'd like to see. - **Develop Features**: Implement new functionality or improve existing tools which can be done via PRs. - **[Improve Documentation](https://docs.unsloth.ai/)**: Help by creating guides, FAQs, or enhancing clarity. One of the best ways to support us is by spreading the word about Unsloth! Share how it’s powering your amazing projects in blog posts or social media, and inspire others to explore its potential. Even a simple star on our repo goes a long way in showing your support and helping the community grow. 🌟 -## Submitting Issues -If you find a bug or have a feature idea, we’d love to hear from you! Here’s how to make your submission stand out: +## Submitting Issues +If you find a bug or have a feature idea, we’d love to hear from you! Here’s how to make your submission stand out: -### Reporting Bugs -1. **Search First**: Check if the issue has already been reported using GitHub’s search bar under Issues. -2. **Details Matter**: Is this on Google Colab, Kaggle, or on another platform service? Are you using Unsloth's official notebook? Include your OS, Python version, and other relevant details. For bugs, a concise code snippet that reproduces the issue is incredibly helpful. +### Reporting Bugs +1. **Search First**: Check if the issue has already been reported using GitHub’s search bar under Issues. +2. **Details Matter**: Is this on Google Colab, Kaggle, or on another platform service? Are you using Unsloth's official notebook? Include your OS, Python version, and other relevant details. For bugs, a concise code snippet that reproduces the issue is incredibly helpful. 3. **Be Thorough**: Attach screenshots, traceback logs, or any additional information that might speed up resolution. ## Spread the Word -Your support extends beyond code: -- Spread the word by writing about Unsloth in blogs or social media. -- Share how Unsloth powers your projects. -- Star our repository to show your appreciation. +Your support extends beyond code: +- Spread the word by writing about Unsloth in blogs or social media. +- Share how Unsloth powers your projects. +- Star our repository to show your appreciation. -Finally, please be mindful of our [Code of Conduct](https://github.com/unslothai/unsloth/tree/main/unsloth/CODE_OF_CONDUCT.md) to ensure a welcoming and inclusive environment for everyone. +Finally, please be mindful of our [Code of Conduct](https://github.com/unslothai/unsloth/blob/main/CODE_OF_CONDUCT.md) to ensure a welcoming and inclusive environment for everyone. Thank you so much for reading and we hope you have lots of fun using Unsloth! 🦥 From d92236611296c187965b1240ef9b0d872818343c Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 22:40:12 -0700 Subject: [PATCH 17/37] Update pyproject.toml --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index f604e6a809..00d6568a0d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,7 +29,7 @@ version = {attr = "unsloth.models._utils.__version__"} include-package-data = false [tool.setuptools.packages.find] -exclude = ["images*", "tests*"] +exclude = ["images*", "tests*", "kernels/moe*"] [project.optional-dependencies] triton = [ From adf6d00c06d67c46a7664aede77765ac8ff4cc3e Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 22:47:09 -0700 Subject: [PATCH 18/37] Update pyproject.toml --- pyproject.toml | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 00d6568a0d..40593c4025 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -205,14 +205,14 @@ cu126onlytorch260 = [ "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", ] cu128onlytorch270 = [ - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'", - "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", ] cu118 = [ "unsloth[huggingface]", From cae0612e1d0939f15acb511507cfaf129fcff53a Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Fri, 2 May 2025 22:52:58 -0700 Subject: [PATCH 19/37] Update pyproject.toml --- pyproject.toml | 25 +++++++++++++++++++++++-- 1 file changed, 23 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 40593c4025..76fc9fdd82 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -40,7 +40,7 @@ huggingface = [ "unsloth_zoo>=2025.4.4", "packaging", "tyro", - "transformers>=4.46.1,!=4.47.0", + "transformers>=4.51.3,!=4.47.0", "datasets>=2.16.0", "sentencepiece>=0.2.0", "tqdm", @@ -204,6 +204,16 @@ cu126onlytorch260 = [ "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'", "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", ] +cu126onlytorch270 = [ + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'", + "xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'", +] cu128onlytorch270 = [ "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'", "xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'", @@ -324,6 +334,11 @@ cu126-torch260 = [ "bitsandbytes>=0.45.1", "unsloth[cu126onlytorch260]", ] +cu126-torch270 = [ + "unsloth[huggingface]", + "bitsandbytes>=0.45.5", + "unsloth[cu126onlytorch270]", +] cu128-torch270 = [ "unsloth[huggingface]", "bitsandbytes>=0.45.5", @@ -369,7 +384,7 @@ colab-new = [ "unsloth_zoo>=2025.4.4", "packaging", "tyro", - "transformers>=4.46.1,!=4.47.0", + "transformers>=4.51.3,!=4.47.0", "datasets>=2.16.0", "sentencepiece>=0.2.0", "tqdm", @@ -522,6 +537,12 @@ cu126-ampere-torch260 = [ "unsloth[cu126onlytorch260]", "unsloth[flashattention]", ] +cu126-ampere-torch270 = [ + "unsloth[huggingface]", + "bitsandbytes>=0.45.5", + "unsloth[cu126onlytorch270]", + "unsloth[flashattention]", +] cu128-ampere-torch270 = [ "unsloth[huggingface]", "bitsandbytes>=0.45.5", From c4e1bd9b529970ebd03d4f082eda857092399fd4 Mon Sep 17 00:00:00 2001 From: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Date: Fri, 2 May 2025 23:14:34 -0700 Subject: [PATCH 20/37] Update README.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 6910ce97ce..2332082866 100644 --- a/README.md +++ b/README.md @@ -48,18 +48,18 @@ For Windows install instructions, see [here](https://docs.unsloth.ai/get-started ## 🦥 Unsloth.ai News - 📣 NEW! **[Qwen3](https://docs.unsloth.ai/basics/qwen3-how-to-run-and-fine-tune)** is now supported! Qwen3-30B-A3B fits on 17.5GB VRAM. - 📣 NEW! Introducing **[Dynamic 2.0](https://docs.unsloth.ai/basics/unsloth-dynamic-2.0-ggufs)** quants that set new benchmarks on 5-shot MMLU & KL Divergence. -- 📣 NEW! **[Llama 4](https://unsloth.ai/blog/llama4)**, Meta's latest models including Scout & Maverick are now supported. +- 📣 **[Llama 4](https://unsloth.ai/blog/llama4)**, Meta's latest models including Scout & Maverick are now supported. - 📣 NEW! [**EVERYTHING** is now supported](https://unsloth.ai/blog/gemma3#everything) incuding: FFT, ALL models (Mixtral, MOE, Cohere, Mamba) and all training algorithms (KTO, DoRA) etc. MultiGPU support coming very soon. To enable full-finetuning, set ```full_finetuning = True``` and for 8-bit finetuning, set ```load_in_8bit = True``` -- 📣 NEW! **Gemma 3** by Google: [Read Blog](https://unsloth.ai/blog/gemma3). We [uploaded GGUFs, 4-bit models](https://huggingface.co/collections/unsloth/gemma-3-67d12b7e8816ec6efa7e4e5b). +- 📣 **Gemma 3** by Google: [Read Blog](https://unsloth.ai/blog/gemma3). We [uploaded GGUFs, 4-bit models](https://huggingface.co/collections/unsloth/gemma-3-67d12b7e8816ec6efa7e4e5b). - 📣 NEW! Introducing Long-context [Reasoning (GRPO)](https://unsloth.ai/blog/grpo) in Unsloth. Train your own reasoning model with just 5GB VRAM. Transform Llama, Phi, Mistral etc. into reasoning LLMs! -- 📣 NEW! [DeepSeek-R1](https://unsloth.ai/blog/deepseek-r1) - the most powerful open reasoning models with Llama & Qwen distillations. Run or fine-tune them now [with our guide](https://unsloth.ai/blog/deepseek-r1). All model uploads: [here](https://huggingface.co/collections/unsloth/deepseek-r1-all-versions-678e1c48f5d2fce87892ace5). -- 📣 NEW! [Phi-4](https://unsloth.ai/blog/phi4) by Microsoft: We also [fixed bugs](https://unsloth.ai/blog/phi4) in Phi-4 and [uploaded GGUFs, 4-bit](https://huggingface.co/collections/unsloth/phi-4-all-versions-677eecf93784e61afe762afa). +- 📣 [DeepSeek-R1](https://unsloth.ai/blog/deepseek-r1) - the most powerful open reasoning models with Llama & Qwen distillations. Run or fine-tune them now [with our guide](https://unsloth.ai/blog/deepseek-r1). All model uploads: [here](https://huggingface.co/collections/unsloth/deepseek-r1-all-versions-678e1c48f5d2fce87892ace5). - 📣 Introducing Unsloth [Dynamic 4-bit Quantization](https://unsloth.ai/blog/dynamic-4bit)! We dynamically opt not to quantize certain parameters and this greatly increases accuracy while only using <10% more VRAM than BnB 4-bit. See our collection on [Hugging Face here.](https://huggingface.co/collections/unsloth/unsloth-4-bit-dynamic-quants-67503bb873f89e15276c44e7) -- 📣 [Vision models](https://unsloth.ai/blog/vision) now supported! [Llama 3.2 Vision (11B)](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb), [Qwen 2.5 VL (7B)](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen2_VL_(7B)-Vision.ipynb) and [Pixtral (12B) 2409](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Pixtral_(12B)-Vision.ipynb)
Click for more news +- 📣 [Phi-4](https://unsloth.ai/blog/phi4) by Microsoft: We also [fixed bugs](https://unsloth.ai/blog/phi4) in Phi-4 and [uploaded GGUFs, 4-bit](https://huggingface.co/collections/unsloth/phi-4-all-versions-677eecf93784e61afe762afa). +- 📣 [Vision models](https://unsloth.ai/blog/vision) now supported! [Llama 3.2 Vision (11B)](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb), [Qwen 2.5 VL (7B)](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen2_VL_(7B)-Vision.ipynb) and [Pixtral (12B) 2409](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Pixtral_(12B)-Vision.ipynb) - 📣 [Llama 3.3 (70B)](https://huggingface.co/collections/unsloth/llama-33-all-versions-67535d7d994794b9d7cf5e9f), Meta's latest model is supported. - 📣 We worked with Apple to add [Cut Cross Entropy](https://arxiv.org/abs/2411.09009). Unsloth now supports 89K context for Meta's Llama 3.3 (70B) on a 80GB GPU - 13x longer than HF+FA2. For Llama 3.1 (8B), Unsloth enables 342K context, surpassing its native 128K support. - 📣 We found and helped fix a [gradient accumulation bug](https://unsloth.ai/blog/gradient)! Please update Unsloth and transformers. From 08afb5001e43ecde6eba4125380dd03cf53f5480 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Sun, 4 May 2025 03:03:50 -0700 Subject: [PATCH 21/37] Update _utils.py --- unsloth/models/_utils.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index cef886e9a4..e4782b457b 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -256,7 +256,10 @@ for model_name in model_architectures: config_filepath = f"transformers.models.{model_name}.configuration_{model_name}" model_filepath = f"transformers.models.{model_name}.modeling_{model_name}" config_filename = f"{model_name.title().replace('_','')}Config" # qwen3 arch folder is qwen3_moe but config is Qwen3Config. Need to remove underscore(_) for now - exec(f"from {config_filepath} import {config_filename}", globals()) + try: + exec(f"from {config_filepath} import {config_filename}", globals()) + except: + continue try: config = inspect.getsource(eval(config_filename)) From 718961ded9ccef0e678414993217c4b53a842f63 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Sun, 4 May 2025 04:29:10 -0700 Subject: [PATCH 22/37] Update pyproject.toml --- pyproject.toml | 100 ++++++++++++++++++++++++------------------------- 1 file changed, 50 insertions(+), 50 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 76fc9fdd82..6e85d76de2 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -57,7 +57,7 @@ huggingface = [ ] windows=[ "unsloth[huggingface]", - "bitsandbytes>=0.41.1 ; platform_system == 'Windows'", + "bitsandbytes>=0.45.5 ; platform_system == 'Windows'", "xformers>=0.0.22.post7 ; platform_system == 'Windows'", ] cu118only = [ @@ -226,112 +226,112 @@ cu128onlytorch270 = [ ] cu118 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118only]", ] cu121 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121only]", ] cu118-torch211 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu118onlytorch211]", ] cu121-torch211 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu121onlytorch211]", ] cu118-torch212 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu118onlytorch212]", ] cu121-torch212 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu121onlytorch212]", ] cu118-torch220 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch220]", ] cu121-torch220 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch220]", ] cu118-torch230 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch230]", ] cu121-torch230 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch230]", ] cu118-torch240 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch240]", ] cu121-torch240 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch240]", ] cu124-torch240 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch240]", ] cu118-torch250 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch250]", ] cu121-torch250 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch250]", ] cu124-torch250 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch250]", ] cu118-torch251 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch251]", ] cu121-torch251 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch251]", ] cu124-torch251 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch251]", ] cu118-torch260 = [ "unsloth[huggingface]", - "bitsandbytes>=0.45.1", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch260]", ] cu124-torch260 = [ "unsloth[huggingface]", - "bitsandbytes>=0.45.1", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch260]", ] cu126-torch260 = [ "unsloth[huggingface]", - "bitsandbytes>=0.45.1", + "bitsandbytes>=0.45.5", "unsloth[cu126onlytorch260]", ] cu126-torch270 = [ @@ -349,19 +349,19 @@ kaggle = [ ] kaggle-new = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", ] conda = [ "unsloth[huggingface]", ] colab-torch211 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu121onlytorch211]", ] colab-ampere-torch211 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu121onlytorch211]", "packaging", "ninja", @@ -369,12 +369,12 @@ colab-ampere-torch211 = [ ] colab-torch220 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch220]", ] colab-ampere-torch220 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch220]", "packaging", "ninja", @@ -394,7 +394,7 @@ colab-new = [ "protobuf<4.0.0", "huggingface_hub", "hf_transfer", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[triton]", ] colab-no-deps = [ @@ -402,7 +402,7 @@ colab-no-deps = [ "trl>=0.7.9,!=0.9.0,!=0.9.1,!=0.9.2,!=0.9.3,!=0.15.0,<=0.15.2", "peft>=0.7.1", "xformers", - "bitsandbytes>=0.46.1", + "bitsandbytes>=0.45.5", "protobuf<4.0.0", ] colab = [ @@ -419,121 +419,121 @@ colab-ampere = [ ] cu118-ampere = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118only]", "unsloth[flashattention]", ] cu121-ampere = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121only]", "unsloth[flashattention]", ] cu118-ampere-torch211 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu118onlytorch211]", "unsloth[flashattention]", ] cu121-ampere-torch211 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes==0.45.5", "unsloth[cu121onlytorch211]", "unsloth[flashattention]", ] cu118-ampere-torch220 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch220]", "unsloth[flashattention]", ] cu121-ampere-torch220 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch220]", "unsloth[flashattention]", ] cu118-ampere-torch230 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch230]", "unsloth[flashattention]", ] cu121-ampere-torch230 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch230]", "unsloth[flashattention]", ] cu118-ampere-torch240 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch240]", "unsloth[flashattention]", ] cu121-ampere-torch240 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch240]", "unsloth[flashattention]", ] cu124-ampere-torch240 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch240]", "unsloth[flashattention]", ] cu118-ampere-torch250 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch250]", "unsloth[flashattention]", ] cu121-ampere-torch250 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch250]", "unsloth[flashattention]", ] cu124-ampere-torch250 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch250]", "unsloth[flashattention]", ] cu118-ampere-torch251 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch251]", "unsloth[flashattention]", ] cu121-ampere-torch251 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu121onlytorch251]", "unsloth[flashattention]", ] cu124-ampere-torch251 = [ "unsloth[huggingface]", - "bitsandbytes>=0.43.3", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch251]", "unsloth[flashattention]", ] cu118-ampere-torch260 = [ "unsloth[huggingface]", - "bitsandbytes>=0.45.1", + "bitsandbytes>=0.45.5", "unsloth[cu118onlytorch260]", "unsloth[flashattention]", ] cu124-ampere-torch260 = [ "unsloth[huggingface]", - "bitsandbytes>=0.45.1", + "bitsandbytes>=0.45.5", "unsloth[cu124onlytorch260]", "unsloth[flashattention]", ] cu126-ampere-torch260 = [ "unsloth[huggingface]", - "bitsandbytes>=0.45.1", + "bitsandbytes>=0.45.5", "unsloth[cu126onlytorch260]", "unsloth[flashattention]", ] From a6439e94246f6cd318ac2fe4fe7b0916b16cc81d Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Sun, 4 May 2025 05:03:58 -0700 Subject: [PATCH 23/37] Better vllm deletion --- unsloth/dataprep/synthetic.py | 9 +++++++++ unsloth/models/_utils.py | 2 +- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/unsloth/dataprep/synthetic.py b/unsloth/dataprep/synthetic.py index 100044b54b..32ebad60ba 100644 --- a/unsloth/dataprep/synthetic.py +++ b/unsloth/dataprep/synthetic.py @@ -26,6 +26,7 @@ import time from unsloth_zoo.vllm_utils import ( load_vllm, patch_vllm, + delete_vllm, ) import numpy as np @@ -189,6 +190,14 @@ class SyntheticDataKit: for _ in range(10): torch.cuda.empty_cache() gc.collect() + + # Delete vLLM module as well + # We delete llm.llm_engine.model_executor, so first make it accessible + class Dummy0: model_executor = 1 + class Dummy1: llm_engine = Dummy0() + class Dummy2: llm = Dummy1() + llm = Dummy2().llm.llm_engine.model_executor + delete_vllm(llm) pass def __enter__(self): return self diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index e4782b457b..90e0d9eb44 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2025.4.7" +__version__ = "2025.4.8" __all__ = [ "SUPPORTS_BFLOAT16", From aa6089b3f2c594b8d8ed983ea42f0aa4c65cf39f Mon Sep 17 00:00:00 2001 From: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Date: Sun, 4 May 2025 05:25:06 -0700 Subject: [PATCH 24/37] Updating HQ logos --- images/unsloth logo black text.png | Bin 58002 -> 362604 bytes images/unsloth logo white text.png | Bin 58964 -> 359552 bytes 2 files changed, 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d977d1064fd6e988b473194eb277fa30d2448c23 Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Sun, 4 May 2025 18:06:39 -0700 Subject: [PATCH 26/37] Update __init__.py --- unsloth/__init__.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/unsloth/__init__.py b/unsloth/__init__.py index 5daddbfbc1..713453cc0e 100644 --- a/unsloth/__init__.py +++ b/unsloth/__init__.py @@ -61,6 +61,15 @@ if "HF_HUB_ENABLE_HF_TRANSFER" not in os.environ: os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "1" pass +# XET is slower in Colab - investigate why +keynames = "\n" + "\n".join(os.environ.keys()) +if "HF_XET_HIGH_PERFORMANCE" not in os.environ: + os.environ["HF_XET_HIGH_PERFORMANCE"] = "1" +pass +if "\nCOLAB_" in keynames: + os.environ["HF_XET_CHUNK_CACHE_SIZE_BYTES"] = "0" +pass + # Log Unsloth is being used os.environ["UNSLOTH_IS_PRESENT"] = "1" From 4ac9529cc0194ea2e88d350bb871565144082b7c Mon Sep 17 00:00:00 2001 From: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Date: Mon, 5 May 2025 20:56:01 -0700 Subject: [PATCH 27/37] Update README.md Adding extra synthetic data notebook, cleaning repo --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 2332082866..d3e344550f 100644 --- a/README.md +++ b/README.md @@ -34,7 +34,8 @@ Notebooks are beginner friendly. Read our [guide](https://docs.unsloth.ai/get-st | **DPO Zephyr** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Zephyr_(7B)-DPO.ipynb) | 1.9x faster | 50% less | - See [all our notebooks](https://docs.unsloth.ai/get-started/unsloth-notebooks) and [all our models](https://docs.unsloth.ai/get-started/all-our-models) -- **Kaggle Notebooks** for [Llama 3.2 Kaggle notebook](https://www.kaggle.com/danielhanchen/kaggle-llama-3-2-1b-3b-unsloth-notebook), [Llama 3.1 (8B)](https://www.kaggle.com/danielhanchen/kaggle-llama-3-1-8b-unsloth-notebook), [Phi-4 (14B)](https://www.kaggle.com/code/danielhanchen/phi-4-finetuning-unsloth-notebook), [Mistral (7B)](https://www.kaggle.com/code/danielhanchen/kaggle-mistral-7b-unsloth-notebook) +- **Kaggle Notebooks** for [Llama 3.2](https://www.kaggle.com/danielhanchen/kaggle-llama-3-2-1b-3b-unsloth-notebook), [Llama 3.1 (8B)](https://www.kaggle.com/danielhanchen/kaggle-llama-3-1-8b-unsloth-notebook), [Phi-4 (14B)](https://www.kaggle.com/code/danielhanchen/phi-4-finetuning-unsloth-notebook), [Mistral (7B)](https://www.kaggle.com/code/danielhanchen/kaggle-mistral-7b-unsloth-notebook) +- Don't have data? Use our [Synthetic Dataset notebook](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Meta_Synthetic_Data_Llama3_2_(3B).ipynb) in collaboration with Meta. - See detailed documentation for Unsloth [here](https://docs.unsloth.ai/). ## ⚡ Quickstart @@ -52,12 +53,12 @@ For Windows install instructions, see [here](https://docs.unsloth.ai/get-started - 📣 NEW! [**EVERYTHING** is now supported](https://unsloth.ai/blog/gemma3#everything) incuding: FFT, ALL models (Mixtral, MOE, Cohere, Mamba) and all training algorithms (KTO, DoRA) etc. MultiGPU support coming very soon. To enable full-finetuning, set ```full_finetuning = True``` and for 8-bit finetuning, set ```load_in_8bit = True``` - 📣 **Gemma 3** by Google: [Read Blog](https://unsloth.ai/blog/gemma3). We [uploaded GGUFs, 4-bit models](https://huggingface.co/collections/unsloth/gemma-3-67d12b7e8816ec6efa7e4e5b). -- 📣 NEW! Introducing Long-context [Reasoning (GRPO)](https://unsloth.ai/blog/grpo) in Unsloth. Train your own reasoning model with just 5GB VRAM. Transform Llama, Phi, Mistral etc. into reasoning LLMs! +- 📣 Introducing Long-context [Reasoning (GRPO)](https://unsloth.ai/blog/grpo) in Unsloth. Train your own reasoning model with just 5GB VRAM. Transform Llama, Phi, Mistral etc. into reasoning LLMs! - 📣 [DeepSeek-R1](https://unsloth.ai/blog/deepseek-r1) - the most powerful open reasoning models with Llama & Qwen distillations. Run or fine-tune them now [with our guide](https://unsloth.ai/blog/deepseek-r1). All model uploads: [here](https://huggingface.co/collections/unsloth/deepseek-r1-all-versions-678e1c48f5d2fce87892ace5). -- 📣 Introducing Unsloth [Dynamic 4-bit Quantization](https://unsloth.ai/blog/dynamic-4bit)! We dynamically opt not to quantize certain parameters and this greatly increases accuracy while only using <10% more VRAM than BnB 4-bit. See our collection on [Hugging Face here.](https://huggingface.co/collections/unsloth/unsloth-4-bit-dynamic-quants-67503bb873f89e15276c44e7)

    Click for more news +- 📣 Introducing Unsloth [Dynamic 4-bit Quantization](https://unsloth.ai/blog/dynamic-4bit)! We dynamically opt not to quantize certain parameters and this greatly increases accuracy while only using <10% more VRAM than BnB 4-bit. See our collection on [Hugging Face here.](https://huggingface.co/collections/unsloth/unsloth-4-bit-dynamic-quants-67503bb873f89e15276c44e7) - 📣 [Phi-4](https://unsloth.ai/blog/phi4) by Microsoft: We also [fixed bugs](https://unsloth.ai/blog/phi4) in Phi-4 and [uploaded GGUFs, 4-bit](https://huggingface.co/collections/unsloth/phi-4-all-versions-677eecf93784e61afe762afa). - 📣 [Vision models](https://unsloth.ai/blog/vision) now supported! [Llama 3.2 Vision (11B)](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(11B)-Vision.ipynb), [Qwen 2.5 VL (7B)](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen2_VL_(7B)-Vision.ipynb) and [Pixtral (12B) 2409](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Pixtral_(12B)-Vision.ipynb) - 📣 [Llama 3.3 (70B)](https://huggingface.co/collections/unsloth/llama-33-all-versions-67535d7d994794b9d7cf5e9f), Meta's latest model is supported. @@ -88,7 +89,6 @@ For Windows install instructions, see [here](https://docs.unsloth.ai/get-started - **0% loss in accuracy** - no approximation methods - all exact. - No change of hardware. Supports NVIDIA GPUs since 2018+. Minimum CUDA Capability 7.0 (V100, T4, Titan V, RTX 20, 30, 40x, A100, H100, L40 etc) [Check your GPU!](https://developer.nvidia.com/cuda-gpus) GTX 1070, 1080 works, but is slow. - Works on **Linux** and **Windows** -- Supports 4bit and 16bit QLoRA / LoRA finetuning via [bitsandbytes](https://github.com/TimDettmers/bitsandbytes). - If you trained a model with 🦥Unsloth, you can use this cool sticker!   ## 💾 Install Unsloth From bfbf1f886d8ebe156f90aad12bfacb8dc1bd3e6c Mon Sep 17 00:00:00 2001 From: Yuanzhe Dong Date: Tue, 6 May 2025 19:26:35 -0700 Subject: [PATCH 28/37] Fix readme example --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d3e344550f..fef79e730a 100644 --- a/README.md +++ b/README.md @@ -240,7 +240,7 @@ print(f'pip install --upgrade pip && pip install "unsloth[{x}] @ git+https://git > unsloth_cli.py also supports `UNSLOTH_USE_MODELSCOPE=1` to download models and datasets. please remember to use the model and dataset id in the ModelScope community. ```python -from unsloth import FastLanguageModel +from unsloth import FastLanguageModel, FastModel import torch from trl import SFTTrainer, SFTConfig from datasets import load_dataset From 47c9ce4ab37d9e90177442628445a3be24aa4fee Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Mon, 12 May 2025 02:35:31 -0700 Subject: [PATCH 29/37] Fix GRPO eval --- pyproject.toml | 4 ++-- unsloth/models/_utils.py | 2 +- unsloth/models/llama.py | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 6e85d76de2..f02df71818 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,7 +37,7 @@ triton = [ ] huggingface = [ - "unsloth_zoo>=2025.4.4", + "unsloth_zoo>=2025.5.1", "packaging", "tyro", "transformers>=4.51.3,!=4.47.0", @@ -381,7 +381,7 @@ colab-ampere-torch220 = [ "flash-attn>=2.6.3", ] colab-new = [ - "unsloth_zoo>=2025.4.4", + "unsloth_zoo>=2025.5.1", "packaging", "tyro", "transformers>=4.51.3,!=4.47.0", diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index 90e0d9eb44..82a1d02fce 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2025.4.8" +__version__ = "2025.5.1" __all__ = [ "SUPPORTS_BFLOAT16", diff --git a/unsloth/models/llama.py b/unsloth/models/llama.py index 65c7334f51..2145571ae1 100644 --- a/unsloth/models/llama.py +++ b/unsloth/models/llama.py @@ -1076,7 +1076,7 @@ def CausalLM_fast_forward(fast_forward_inference): if labels is not None: labels = labels.to(lm_head_device) # Output last hidden states without logits if asked - if self.training and os.environ.get("UNSLOTH_RETURN_HIDDEN_STATES", "0") == "1": + if os.environ.get("UNSLOTH_RETURN_HIDDEN_STATES", "0") == "1": if num_logits_to_keep != 0: hidden_states = hidden_states[:, -num_logits_to_keep:, :] return CausalLMOutputWithPast( From 7215651d84fcbf40f7c53959de000ac3cb368b5d Mon Sep 17 00:00:00 2001 From: Lei Zhenyuan Date: Mon, 12 May 2025 17:38:40 +0800 Subject: [PATCH 30/37] first pr for intel GPU, resolve __init__.py and pyproject.toml (#2350) add better comments --- pyproject.toml | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/pyproject.toml b/pyproject.toml index f02df71818..5022bb6095 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -550,6 +550,22 @@ cu128-ampere-torch270 = [ "unsloth[flashattention]", ] +intel-gpu-torch260 = [ + "unsloth[huggingface]", + + "pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp39-cp39-linux_x86_64.whl#sha256=147607f190a7d7aa24ba454def5977fbbfec792fdae18e4ed278cfec29b69271 ; platform_system == 'Linux' and python_version == '3.9' and platform_machine == 'x86_64'", + "pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp310-cp310-linux_x86_64.whl#sha256=23aa423fa1542afc34f67eb3ba8ef20060f6d1b3a4697eaeab22b11c92b30f2b ; platform_system == 'Linux' and python_version == '3.10' and platform_machine == 'x86_64'", + "pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp311-cp311-linux_x86_64.whl#sha256=bcfa995229bbfd9ffd8d6c8d9f6428d393e876fa6e23ee3c20e3c0d73ca75ca5 ; platform_system == 'Linux' and python_version == '3.11' and platform_machine == 'x86_64'", + "pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp312-cp312-linux_x86_64.whl#sha256=bd340903d03470708df3442438acb8b7e08087ab9e61fbe349b2872bf9257ab0 ; platform_system == 'Linux' and python_version == '3.12' and platform_machine == 'x86_64'", + "pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp313-cp313-linux_x86_64.whl#sha256=814dccc8a07159e6eca74bed70091bc8fea2d9dd87b0d91845f9f38cde62f01c ; platform_system == 'Linux' and python_version == '3.13' and platform_machine == 'x86_64'", + + "torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp39-cp39-linux_x86_64.whl#sha256=6a8adf6dc4c089406e8b3a7e58ab57a463bddf9b07130d2576e76eced43e92af ; platform_system == 'Linux' and python_version == '3.9' and platform_machine == 'x86_64'", + "torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp310-cp310-linux_x86_64.whl#sha256=ff4561cbf07c83bbccaa0f6e9bb0e6dcf721bacd53c9c43c4eb0e7331b4792f9 ; platform_system == 'Linux' and python_version == '3.10' and platform_machine == 'x86_64'", + "torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp311-cp311-linux_x86_64.whl#sha256=12005f66b810ddd3ab93f86c4522bcfdd412cbd27fc9d189b661ff7509bc5e8a ; platform_system == 'Linux' and python_version == '3.11' and platform_machine == 'x86_64'", + "torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp312-cp312-linux_x86_64.whl#sha256=c4c5c67625cdacf35765c2b94e61fe166e3c3f4a14521b1212a59ad1b3eb0f2e ; platform_system == 'Linux' and python_version == '3.12' and platform_machine == 'x86_64'", + "torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp313-cp313-linux_x86_64.whl#sha256=e6864f7a60a5ecc43d5d38f59a16e5dd132384f73dfd3a697f74944026038f7b ; platform_system == 'Linux' and python_version == '3.13' and platform_machine == 'x86_64'", +] + [project.urls] homepage = "http://www.unsloth.ai" documentation = "https://github.com/unslothai/unsloth" From 6d61258dd3d4895e82a8f9e7adf4adbe3ecedd28 Mon Sep 17 00:00:00 2001 From: Lei Zhenyuan Date: Mon, 12 May 2025 17:58:21 +0800 Subject: [PATCH 31/37] [2/N] Enable intel GPU for unsloth (#2388) * add DEVICE_TYPE and resolve device specific API * reuse import torch * move env under device typr * resolve comments * add more comments * add more comments --- unsloth/__init__.py | 158 +++++++++++++++++++++++++------------------- 1 file changed, 90 insertions(+), 68 deletions(-) diff --git a/unsloth/__init__.py b/unsloth/__init__.py index 713453cc0e..e526e7dfeb 100644 --- a/unsloth/__init__.py +++ b/unsloth/__init__.py @@ -46,12 +46,6 @@ pass # Fixes https://github.com/unslothai/unsloth/issues/1266 os.environ["PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION"] = "python" -# Reduce VRAM usage by reducing fragmentation -# And optimize pinning of memory -os.environ["PYTORCH_CUDA_ALLOC_CONF"] = \ - "expandable_segments:True,"\ - "roundup_power2_divisions:[32:256,64:128,256:64,>:32]" - # [TODO] Check why some GPUs don't work # "pinned_use_cuda_host_register:True,"\ # "pinned_num_register_threads:8" @@ -84,6 +78,21 @@ except Exception as exception: raise exception pass +def get_device_type(): + if torch.cuda.is_available(): + return "cuda" + elif torch.xpu.is_available(): + return "xpu" + +DEVICE_TYPE = get_device_type() + +# Reduce VRAM usage by reducing fragmentation +# And optimize pinning of memory +if DEVICE_TYPE == "cuda": + os.environ["PYTORCH_CUDA_ALLOC_CONF"] = \ + "expandable_segments:True,"\ + "roundup_power2_divisions:[32:256,64:128,256:64,>:32]" + # We support Pytorch 2 # Fixes https://github.com/unslothai/unsloth/issues/38 torch_version = torch.__version__.split(".") @@ -97,9 +106,9 @@ elif (major_torch == 2) and (minor_torch < 2): del os.environ["PYTORCH_CUDA_ALLOC_CONF"] pass -# First check if CUDA is available ie a NVIDIA GPU is seen -if not torch.cuda.is_available(): - raise NotImplementedError("Unsloth: No NVIDIA GPU found? Unsloth currently only supports GPUs!") +# First check if NVIDIA GPU or INTEL GPU is available +if not torch.cuda.is_available() and not torch.xpu.is_available(): + raise NotImplementedError("Unsloth: No NVIDIA GPU or Intel XPU found? Unsloth currently only supports NVIDIA GPU or Intel XPU!") # Fix Xformers performance issues since 0.0.25 import importlib.util @@ -132,77 +141,90 @@ except: pass # Torch 2.4 has including_emulation -major_version, minor_version = torch.cuda.get_device_capability() -SUPPORTS_BFLOAT16 = (major_version >= 8) +if DEVICE_TYPE == "cuda": + major_version, minor_version = torch.cuda.get_device_capability() + SUPPORTS_BFLOAT16 = (major_version >= 8) + + old_is_bf16_supported = torch.cuda.is_bf16_supported + if "including_emulation" in str(inspect.signature(old_is_bf16_supported)): + def is_bf16_supported(including_emulation = False): + return old_is_bf16_supported(including_emulation) + torch.cuda.is_bf16_supported = is_bf16_supported + else: + def is_bf16_supported(): return SUPPORTS_BFLOAT16 + torch.cuda.is_bf16_supported = is_bf16_supported + pass +elif DEVICE_TYPE == "xpu": + # torch.xpu.is_bf16_supported() didn't have including_emulation + # set SUPPORTS_BFLOAT16 as torch.xpu.is_bf16_supported() + SUPPORTS_BFLOAT16 = torch.xpu.is_bf16_supported() + -old_is_bf16_supported = torch.cuda.is_bf16_supported -if "including_emulation" in str(inspect.signature(old_is_bf16_supported)): - def is_bf16_supported(including_emulation = False): - return old_is_bf16_supported(including_emulation) - torch.cuda.is_bf16_supported = is_bf16_supported -else: - def is_bf16_supported(): return SUPPORTS_BFLOAT16 - torch.cuda.is_bf16_supported = is_bf16_supported -pass # For Gradio HF Spaces? # if "SPACE_AUTHOR_NAME" not in os.environ and "SPACE_REPO_NAME" not in os.environ: import triton -libcuda_dirs = lambda: None -if Version(triton.__version__) >= Version("3.0.0"): - try: from triton.backends.nvidia.driver import libcuda_dirs - except: pass -else: from triton.common.build import libcuda_dirs +# here we did not change cuda specific code, only add a if check and tab for python grammar +if DEVICE_TYPE == "cuda": + libcuda_dirs = lambda: None + if Version(triton.__version__) >= Version("3.0.0"): + try: from triton.backends.nvidia.driver import libcuda_dirs + except: pass + else: from triton.common.build import libcuda_dirs -# Try loading bitsandbytes and triton -import bitsandbytes as bnb -try: - cdequantize_blockwise_fp32 = bnb.functional.lib.cdequantize_blockwise_fp32 - libcuda_dirs() -except: - warnings.warn( - "Unsloth: Running `ldconfig /usr/lib64-nvidia` to link CUDA."\ - ) - - if os.path.exists("/usr/lib64-nvidia"): - os.system("ldconfig /usr/lib64-nvidia") - elif os.path.exists("/usr/local"): - # Sometimes bitsandbytes cannot be linked properly in Runpod for example - possible_cudas = subprocess.check_output(["ls", "-al", "/usr/local"]).decode("utf-8").split("\n") - find_cuda = re.compile(r"[\s](cuda\-[\d\.]{2,})$") - possible_cudas = [find_cuda.search(x) for x in possible_cudas] - possible_cudas = [x.group(1) for x in possible_cudas if x is not None] - - # Try linking cuda folder, or everything in local - if len(possible_cudas) == 0: - os.system("ldconfig /usr/local/") - else: - find_number = re.compile(r"([\d\.]{2,})") - latest_cuda = np.argsort([float(find_number.search(x).group(1)) for x in possible_cudas])[::-1][0] - latest_cuda = possible_cudas[latest_cuda] - os.system(f"ldconfig /usr/local/{latest_cuda}") - pass - - importlib.reload(bnb) - importlib.reload(triton) + # Try loading bitsandbytes and triton + import bitsandbytes as bnb try: - libcuda_dirs = lambda: None - if Version(triton.__version__) >= Version("3.0.0"): - try: from triton.backends.nvidia.driver import libcuda_dirs - except: pass - else: from triton.common.build import libcuda_dirs cdequantize_blockwise_fp32 = bnb.functional.lib.cdequantize_blockwise_fp32 libcuda_dirs() except: warnings.warn( - "Unsloth: CUDA is not linked properly.\n"\ - "Try running `python -m bitsandbytes` then `python -m xformers.info`\n"\ - "We tried running `ldconfig /usr/lib64-nvidia` ourselves, but it didn't work.\n"\ - "You need to run in your terminal `sudo ldconfig /usr/lib64-nvidia` yourself, then import Unsloth.\n"\ - "Also try `sudo ldconfig /usr/local/cuda-xx.x` - find the latest cuda version.\n"\ - "Unsloth will still run for now, but maybe it might crash - let's hope it works!" + "Unsloth: Running `ldconfig /usr/lib64-nvidia` to link CUDA."\ ) -pass + + if os.path.exists("/usr/lib64-nvidia"): + os.system("ldconfig /usr/lib64-nvidia") + elif os.path.exists("/usr/local"): + # Sometimes bitsandbytes cannot be linked properly in Runpod for example + possible_cudas = subprocess.check_output(["ls", "-al", "/usr/local"]).decode("utf-8").split("\n") + find_cuda = re.compile(r"[\s](cuda\-[\d\.]{2,})$") + possible_cudas = [find_cuda.search(x) for x in possible_cudas] + possible_cudas = [x.group(1) for x in possible_cudas if x is not None] + + # Try linking cuda folder, or everything in local + if len(possible_cudas) == 0: + os.system("ldconfig /usr/local/") + else: + find_number = re.compile(r"([\d\.]{2,})") + latest_cuda = np.argsort([float(find_number.search(x).group(1)) for x in possible_cudas])[::-1][0] + latest_cuda = possible_cudas[latest_cuda] + os.system(f"ldconfig /usr/local/{latest_cuda}") + pass + + importlib.reload(bnb) + importlib.reload(triton) + try: + libcuda_dirs = lambda: None + if Version(triton.__version__) >= Version("3.0.0"): + try: from triton.backends.nvidia.driver import libcuda_dirs + except: pass + else: from triton.common.build import libcuda_dirs + cdequantize_blockwise_fp32 = bnb.functional.lib.cdequantize_blockwise_fp32 + libcuda_dirs() + except: + warnings.warn( + "Unsloth: CUDA is not linked properly.\n"\ + "Try running `python -m bitsandbytes` then `python -m xformers.info`\n"\ + "We tried running `ldconfig /usr/lib64-nvidia` ourselves, but it didn't work.\n"\ + "You need to run in your terminal `sudo ldconfig /usr/lib64-nvidia` yourself, then import Unsloth.\n"\ + "Also try `sudo ldconfig /usr/local/cuda-xx.x` - find the latest cuda version.\n"\ + "Unsloth will still run for now, but maybe it might crash - let's hope it works!" + ) + pass +elif DEVICE_TYPE == "xpu": + # currently intel xpu will not support bnb, will add support in the future + # TODO: check triton for intel installed properly. + pass # Check for unsloth_zoo try: From ac5fc0bc4698638c43d7a7c7c776fbc5a64c9aea Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Mon, 12 May 2025 03:10:21 -0700 Subject: [PATCH 32/37] Fix Intel GPU --- unsloth/__init__.py | 20 ++++++++------------ 1 file changed, 8 insertions(+), 12 deletions(-) diff --git a/unsloth/__init__.py b/unsloth/__init__.py index e526e7dfeb..cf4dbe09c0 100644 --- a/unsloth/__init__.py +++ b/unsloth/__init__.py @@ -79,12 +79,13 @@ except Exception as exception: pass def get_device_type(): - if torch.cuda.is_available(): + if hasattr(torch, "cuda") and torch.cuda.is_available(): return "cuda" - elif torch.xpu.is_available(): + elif hasattr(torch, "xpu") and torch.xpu.is_available(): return "xpu" - -DEVICE_TYPE = get_device_type() + raise NotImplementedError("Unsloth currently only works on NVIDIA GPUs and Intel GPUs.") +pass +DEVICE_TYPE : str = get_device_type() # Reduce VRAM usage by reducing fragmentation # And optimize pinning of memory @@ -95,7 +96,7 @@ if DEVICE_TYPE == "cuda": # We support Pytorch 2 # Fixes https://github.com/unslothai/unsloth/issues/38 -torch_version = torch.__version__.split(".") +torch_version = str(torch.__version__).split(".") major_torch, minor_torch = torch_version[0], torch_version[1] major_torch, minor_torch = int(major_torch), int(minor_torch) if (major_torch < 2): @@ -106,10 +107,6 @@ elif (major_torch == 2) and (minor_torch < 2): del os.environ["PYTORCH_CUDA_ALLOC_CONF"] pass -# First check if NVIDIA GPU or INTEL GPU is available -if not torch.cuda.is_available() and not torch.xpu.is_available(): - raise NotImplementedError("Unsloth: No NVIDIA GPU or Intel XPU found? Unsloth currently only supports NVIDIA GPU or Intel XPU!") - # Fix Xformers performance issues since 0.0.25 import importlib.util from pathlib import Path @@ -155,16 +152,15 @@ if DEVICE_TYPE == "cuda": torch.cuda.is_bf16_supported = is_bf16_supported pass elif DEVICE_TYPE == "xpu": - # torch.xpu.is_bf16_supported() didn't have including_emulation + # torch.xpu.is_bf16_supported() does not have including_emulation # set SUPPORTS_BFLOAT16 as torch.xpu.is_bf16_supported() SUPPORTS_BFLOAT16 = torch.xpu.is_bf16_supported() - +pass # For Gradio HF Spaces? # if "SPACE_AUTHOR_NAME" not in os.environ and "SPACE_REPO_NAME" not in os.environ: import triton -# here we did not change cuda specific code, only add a if check and tab for python grammar if DEVICE_TYPE == "cuda": libcuda_dirs = lambda: None if Version(triton.__version__) >= Version("3.0.0"): From 32ba81f0764bb1bd01b832770049aa55f310256c Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Mon, 12 May 2025 04:24:18 -0700 Subject: [PATCH 33/37] Update pyproject.toml --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 5022bb6095..69a7ada881 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -40,7 +40,7 @@ huggingface = [ "unsloth_zoo>=2025.5.1", "packaging", "tyro", - "transformers>=4.51.3,!=4.47.0", + "transformers==4.51.3,!=4.47.0", "datasets>=2.16.0", "sentencepiece>=0.2.0", "tqdm", @@ -384,7 +384,7 @@ colab-new = [ "unsloth_zoo>=2025.5.1", "packaging", "tyro", - "transformers>=4.51.3,!=4.47.0", + "transformers==4.51.3,!=4.47.0", "datasets>=2.16.0", "sentencepiece>=0.2.0", "tqdm", From c9ca2096b779b80ca65f0e30ace1899d582029b2 Mon Sep 17 00:00:00 2001 From: feng lui <3090641@qq.com> Date: Mon, 12 May 2025 20:33:42 +0800 Subject: [PATCH 34/37] vLLM Windows CUDA support [tested] (#2158) * Update loader.py change vllm installed check by transformers utils function * Update llama.py change vllm installed check by transformers utils function * add sample notebook * fix Indentation * add global is_vLLM_available function * Pythonic style * Delete nb/Qwen2.5_(3B)-GRPO-windows.ipynb Would be great to move it to https://github.com/unslothai/notebooks - appreciate it! --------- Co-authored-by: Daniel Han --- unsloth/models/__init__.py | 4 ++-- unsloth/models/_utils.py | 4 ++++ unsloth/models/llama.py | 5 ++--- unsloth/models/loader.py | 6 +++--- 4 files changed, 11 insertions(+), 8 deletions(-) diff --git a/unsloth/models/__init__.py b/unsloth/models/__init__.py index 99db55c086..fb3fc5c455 100644 --- a/unsloth/models/__init__.py +++ b/unsloth/models/__init__.py @@ -20,5 +20,5 @@ from .qwen3 import FastQwen3Model from .qwen3_moe import FastQwen3MoeModel from .granite import FastGraniteModel from .dpo import PatchDPOTrainer, PatchKTOTrainer -from ._utils import is_bfloat16_supported, __version__ -from .rl import PatchFastRL, vLLMSamplingParams +from ._utils import is_bfloat16_supported, is_vLLM_available, __version__ +from .rl import PatchFastRL, vLLMSamplingParams \ No newline at end of file diff --git a/unsloth/models/_utils.py b/unsloth/models/_utils.py index 82a1d02fce..4b9e2cce06 100644 --- a/unsloth/models/_utils.py +++ b/unsloth/models/_utils.py @@ -17,6 +17,7 @@ __version__ = "2025.5.1" __all__ = [ "SUPPORTS_BFLOAT16", "is_bfloat16_supported", + "is_vLLM_available", "prepare_model_for_kbit_training", "xformers", @@ -800,6 +801,9 @@ def is_bfloat16_supported(): return SUPPORTS_BFLOAT16 pass +def is_vLLM_available(): + return _is_package_available("vllm") +pass # Patches models to add RoPE Scaling def patch_linear_scaling( diff --git a/unsloth/models/llama.py b/unsloth/models/llama.py index 2145571ae1..207540abf5 100644 --- a/unsloth/models/llama.py +++ b/unsloth/models/llama.py @@ -1661,9 +1661,8 @@ class FastLlamaModel: ) pass if fast_inference: - import platform - if platform.system().lower() == 'windows': - print("Unsloth: vLLM does not work in Windows! Will use Unsloth inference!") + if not is_vLLM_available(): + print("Unsloth: vLLM is not installed! Will use Unsloth inference!") fast_inference = False major_version, minor_version = torch.cuda.get_device_capability() if major_version < 7: diff --git a/unsloth/models/loader.py b/unsloth/models/loader.py index 7e904471bc..c93c5d2742 100644 --- a/unsloth/models/loader.py +++ b/unsloth/models/loader.py @@ -14,6 +14,7 @@ from ._utils import ( is_bfloat16_supported, + is_vLLM_available, HAS_FLASH_ATTENTION, HAS_FLASH_ATTENTION_SOFTCAPPING, USE_MODELSCOPE, @@ -351,9 +352,8 @@ class FastLanguageModel(FastLlamaModel): pass if fast_inference: - import platform - if platform.system().lower() == 'windows': - print("Unsloth: vLLM does not work in Windows! Will use Unsloth inference!") + if not is_vLLM_available(): + print("Unsloth: vLLM is not installed! Will use Unsloth inference!") fast_inference = False pass from unsloth_zoo.vllm_utils import ( From c0ac1cdb012d43bd6566873a462499626165330d Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Mon, 12 May 2025 16:28:50 -0700 Subject: [PATCH 35/37] Update pyproject.toml --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 69a7ada881..d37b0bfd22 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,7 +41,7 @@ huggingface = [ "packaging", "tyro", "transformers==4.51.3,!=4.47.0", - "datasets>=2.16.0", + "datasets>=3.4.1", "sentencepiece>=0.2.0", "tqdm", "psutil", @@ -385,7 +385,7 @@ colab-new = [ "packaging", "tyro", "transformers==4.51.3,!=4.47.0", - "datasets>=2.16.0", + "datasets>=3.4.1", "sentencepiece>=0.2.0", "tqdm", "psutil", From 1b71e6d5423dc1e6503825c4267aa2f795f6426f Mon Sep 17 00:00:00 2001 From: Daniel Han Date: Mon, 12 May 2025 21:06:30 -0700 Subject: [PATCH 36/37] Update loader_utils.py --- unsloth/models/loader_utils.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/unsloth/models/loader_utils.py b/unsloth/models/loader_utils.py index db81b5c5c6..e2e24eae3e 100644 --- a/unsloth/models/loader_utils.py +++ b/unsloth/models/loader_utils.py @@ -21,9 +21,11 @@ SUPPORTS_FOURBIT = transformers_version >= Version("4.37") BAD_MAPPINGS = \ { - "unsloth/qwen3-32B-unsloth-bnb-4bit".lower() : "unsloth/Qwen3-32B-bnb-4bit".lower(), # 32B dynamic quant is way too big - "unsloth/qwen3-30B-A3B-unsloth-bnb-4bit".lower() : "unsloth/qwen3-30B-A3B".lower(), # HF loads MoEs too slowly - "unsloth/qwen3-30B-A3B-bnb-4bit".lower() : "unsloth/qwen3-30B-A3B".lower(), # We rather do it on the fly + "unsloth/Qwen3-32B-unsloth-bnb-4bit".lower() : "unsloth/Qwen3-32B-bnb-4bit".lower(), # 32B dynamic quant is way too big + "unsloth/Qwen3-30B-A3B-unsloth-bnb-4bit".lower() : "unsloth/Qwen3-30B-A3B".lower(), # HF loads MoEs too slowly + "unsloth/Qwen3-30B-A3B-bnb-4bit".lower() : "unsloth/Qwen3-30B-A3B".lower(), # We rather do it on the fly + "unsloth/Qwen3-30B-A3B-Base-unsloth-bnb-4bit".lower() : "unsloth/Qwen3-30B-A3B-Base".lower(), # HF loads MoEs too slowly + "unsloth/Qwen3-30B-A3B-Base-bnb-4bit".lower() : "unsloth/Qwen3-30B-A3B-Base".lower(), # We rather do it on the fly } def __get_model_name( From 99e12bcc7846d3f698c1bf850490afbe9aadcd79 Mon Sep 17 00:00:00 2001 From: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Date: Tue, 13 May 2025 01:39:59 -0700 Subject: [PATCH 37/37] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index fef79e730a..9ad41546cf 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,7 @@ Notebooks are beginner friendly. Read our [guide](https://docs.unsloth.ai/get-st | Unsloth supports | Free Notebooks | Performance | Memory use | |-----------|---------|--------|----------| | **Qwen3 (14B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Reasoning-Conversational.ipynb) | 2x faster | 70% less | -| **GRPO (R1 reasoning)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-GRPO.ipynb) | 2x faster | 80% less | +| **GRPO (reasoning)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-GRPO.ipynb) | 2x faster | 80% less | | **Gemma 3 (4B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb) | 1.6x faster | 60% less | | **Llama 3.2 (3B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(1B_and_3B)-Conversational.ipynb) | 2x faster | 70% less | | **Phi-4 (14B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Phi_4-Conversational.ipynb) | 2x faster | 70% less | @@ -31,7 +31,7 @@ Notebooks are beginner friendly. Read our [guide](https://docs.unsloth.ai/get-st | **Llama 3.1 (8B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.1_(8B)-Alpaca.ipynb) | 2x faster | 70% less | | **Mistral v0.3 (7B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Mistral_v0.3_(7B)-Conversational.ipynb) | 2.2x faster | 75% less | | **Ollama** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3_(8B)-Ollama.ipynb) | 1.9x faster | 60% less | -| **DPO Zephyr** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Zephyr_(7B)-DPO.ipynb) | 1.9x faster | 50% less | +| **Orpheus-TTS (3B)** | [▶️ Start for free](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Orpheus_(3B)-TTS.ipynb) | 1.5x faster | 50% less | - See [all our notebooks](https://docs.unsloth.ai/get-started/unsloth-notebooks) and [all our models](https://docs.unsloth.ai/get-started/all-our-models) - **Kaggle Notebooks** for [Llama 3.2](https://www.kaggle.com/danielhanchen/kaggle-llama-3-2-1b-3b-unsloth-notebook), [Llama 3.1 (8B)](https://www.kaggle.com/danielhanchen/kaggle-llama-3-1-8b-unsloth-notebook), [Phi-4 (14B)](https://www.kaggle.com/code/danielhanchen/phi-4-finetuning-unsloth-notebook), [Mistral (7B)](https://www.kaggle.com/code/danielhanchen/kaggle-mistral-7b-unsloth-notebook)

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