Daniel Han
38aa148aba
Float8 GRPO, RL ( #3640 )
...
* Enable FP8 + RL training for bf16 models (#3440 )
* Enable FP8 + RL training for bf16 models
**Summary:** Enable FP8 + RL training using TorchAO for 1.33x faster training and 42% less model memory usage:
- We quantize the frozen LoRA weights into fp8 and keep the LoRA adapters in bf16
- We leverage TorchAO's `Float8Tensor`, which calls into fbgemm's fp8 x fp8 rowwise matmul kernel
- For now, we need to do an offline quantization first, because vllm doesn't support on-the-fly quantization for torchao yet (this is in progress: https://github.com/vllm-project/vllm/pull/26327 )
**Example usage:**
```
model, tokenizer = FastLanguageModel.from_pretrained(
model_name = "unsloth/Qwen3-8B-Base",
max_seq_length = 2048,
load_in_4bit = False,
fast_inference = True,
max_lora_rank = 32,
load_in_fp8 = True, # set this to True
)
\# the rest is the same as before
model = FastLanguageModel.get_peft_model(...)
```
**Initial results:**
```
\# fp8
{'train_runtime': 1725.4337, 'train_samples_per_second': 0.232, 'train_steps_per_second': 0.058, 'train_loss': 0.00015715716748673002, 'epoch': 0.01}
\# bf16
{'train_runtime': 2297.8145, 'train_samples_per_second': 0.174, 'train_steps_per_second': 0.044, 'train_loss': 0.00016081033063528594, 'epoch': 0.01}
```
<img width="1199" height="448" alt="Screenshot 2025-11-11 at 4 10 50 PM" src="https://github.com/user-attachments/assets/b6304afd-89e9-42b1-8064-775807e17b23 " />
Test script: https://gist.github.com/andrewor14/5b85119fae46845d07b608d420907423
**Requires:**
- https://github.com/pytorch/ao/pull/3158 (torchao nightly or 0.15.0+)
- https://github.com/unslothai/unsloth-zoo/pull/351
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* Update __init__.py
* Fix/save torchao model loading logic (#3621 )
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* Add 128x128 PerBlock FP8 + RL (#3629 )
* Add 128x128 PerBlock FP8 + RL
**Summary:** Following https://github.com/unslothai/unsloth/pull/3440 ,
this PR extends torchao FP8 + RL support to also handle 128x128
PerBlock granularity (in addition to PerRow).
**Example usage:**
```
model, tokenizer = FastLanguageModel.from_pretrained(
model_name = "unsloth/Qwen3-8B-Base",
max_seq_length = 2048,
load_in_4bit = False,
fast_inference = True,
max_lora_rank = 32,
load_in_fp8 = "block", # or "row" or True
)
```
**Initial results:** TBD
**Note:**
- Requires https://github.com/pytorch/ao/pull/3370
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2025-11-25 07:23:26 -08:00
Lei Zhenyuan
9c07b203aa
[intel] change windows to remove windows-triton for intel xpu ( #3168 )
...
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2025-11-23 22:03:54 -08:00
Daniel Han
22e7288271
Update pyproject.toml
2025-11-14 20:01:02 -08:00
Daniel Han
86208411e4
Formatting & bug fixes ( #3563 )
...
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Editing icon sizes
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---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
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will be handled separately in another PR
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* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
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* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
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---------
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* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
* Update llama.py
* Fix AMD
* Update _utils.py
* Update llama.py
* Update vision.py
* DEVICE_TYPE_TORCH
* Update __init__.py
* Update __init__.py
* Update _utils.py
* Move DEVICE_TYPE
* Update rl_replacements.py
* Update loader.py
* AMD install script
* Move AMD
* Update _amd_install.sh
* Update pyproject.toml
* Update pyproject.toml
* Delete _amd_install.sh
* Update device_type.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update tokenizer_utils.py
* Versioning
* Update pyproject.toml
* Update loader.py
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update _utils.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* local_files_only
* Cut Cross Entropy
* Update llama.py
* Update vision.py
* Update vision.py
* Update vision.py
* Qwen 3 VL vLLM (#3489 )
* Update __init__.py
* patch_torchao
* torchao_logger
* Update rl_replacements.py
* Fix
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Versioning
* fbgemm fp8 block quant support (>=1.4.0) (#3531 )
* fbgemm fp8 block quant support (>=1.4.0)
* Verify for fp8 support before proceeding
* Use unsloth zoo's Version and improve comments
* spacessss
* Update vision.py
* Update vision.py
* Update rl.py
* vllm_sampling_params
* Update rl.py
* Update rl.py
* Update rl.py
* Add `ruff` pre-commit hook and apply it (#3424 )
* Add Ruff pre-commit config and workflow
* Add kwarg spacing enforcement helper
* Apply Ruff formatting
* Update fp8.py
* Revert ruff on some files
* Update
* force-exclude = true
* Datasets issue
* Ruff
* Remove mapper
* Update mapper.py
* Update pyproject.toml
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
Co-authored-by: Dan Saunders <danjsaund@gmail.com>
2025-11-07 06:00:22 -08:00
Daniel Han
e10f3e940d
Bug fixes ( #3546 )
...
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
* Update llama.py
* Fix AMD
* Update _utils.py
* Update llama.py
* Update vision.py
* DEVICE_TYPE_TORCH
* Update __init__.py
* Update __init__.py
* Update _utils.py
* Move DEVICE_TYPE
* Update rl_replacements.py
* Update loader.py
* AMD install script
* Move AMD
* Update _amd_install.sh
* Update pyproject.toml
* Update pyproject.toml
* Delete _amd_install.sh
* Update device_type.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update tokenizer_utils.py
* Versioning
* Update pyproject.toml
* Update loader.py
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update _utils.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* local_files_only
* Cut Cross Entropy
* Update llama.py
* Update vision.py
* Update vision.py
* Update vision.py
* Qwen 3 VL vLLM (#3489 )
* Update __init__.py
* patch_torchao
* torchao_logger
* Update rl_replacements.py
* Fix
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Versioning
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-11-03 06:47:26 -08:00
Daniel Han
e7b7bb95df
Update pyproject.toml
2025-10-30 06:48:14 -07:00
Daniel Han
1fac852f2d
Versioning
2025-10-28 05:35:47 -07:00
Daniel Han
9e1600bbbf
Update pyproject.toml
2025-10-26 23:17:59 -07:00
Lei Zhenyuan
bbe0b7d872
enable support 2.9 for intel xpu ( #3514 )
2025-10-26 23:14:42 -07:00
Daniel Han
fe3c2e322a
Update pyproject.toml
2025-10-26 21:59:51 -07:00
Daniel Han
2c29ccd8aa
Add Torch 2.9 options
2025-10-26 21:49:30 -07:00
Lei Zhenyuan
fccbdc7058
add code changes for pyproject.toml ( #3381 )
2025-10-26 21:43:17 -07:00
Daniel Han
265ca82177
Versioning
2025-10-23 05:53:12 -07:00
Daniel Han
ce3d6cdc1d
Update pyproject.toml
2025-10-22 07:57:55 -07:00
Daniel Han
ea8e564cf0
Bug fixes ( #3483 )
...
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
* Update llama.py
* Fix AMD
* Update _utils.py
* Update llama.py
* Update vision.py
* DEVICE_TYPE_TORCH
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* Move DEVICE_TYPE
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* Update pyproject.toml
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* Versioning
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---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-10-19 23:21:39 -07:00
Daniel Han
bd902186b1
Update pyproject.toml
2025-10-18 18:11:58 -07:00
Daniel Han
37e30e6d25
Zoo
2025-10-18 17:34:32 -07:00
Daniel Han
f049112c66
Update pyproject.toml
2025-10-17 04:29:48 -07:00
Daniel Han
0378ec7bca
Fix transformers 4.57.1 ( #3473 )
...
* Update pyproject.toml
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* Torch 2.8
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* UNSLOTH_ENABLE_CCE
* Fix
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* Import fixes
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* Upgrade
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* custom_datatype
* recheck
* Float16
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* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
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* Update loader.py
* Bug fix
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* torch_dtype
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* Versioning
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* Versioning
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* Fix auto_mapping
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* Update loader.py
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* Update vision.py
* Update loader.py
* Message
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* cache_implementation
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* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
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* Save max_seq_length
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* Update rl.py
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* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
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Updating icon sizes
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* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
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* Synthetic data
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* 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
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* 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
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* Seasame force float16 / float32
* Fix Seasame
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* is_multimodal
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* UNSLOTH_DISABLE_STATIC_GENERATION
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* Auto vision detection
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* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
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* Update loader.py
* Update loader.py
* Update loader.py
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* Update rl.py
* versioning
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* Update rl.py
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* logging
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* versioning
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* logits / temperature
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* Debugging only
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* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
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* Update vision.py
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* versioning
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* Update mapper.py
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* Update loader.py
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* gradient checkpointing
* Gemma 3N fixes
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* Versioning
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* setup.py
* Prints
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* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
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* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
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* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
* Update llama.py
* Fix AMD
* Update _utils.py
* Update llama.py
* Update vision.py
* DEVICE_TYPE_TORCH
* Update __init__.py
* Update __init__.py
* Update _utils.py
* Move DEVICE_TYPE
* Update rl_replacements.py
* Update loader.py
* AMD install script
* Move AMD
* Update _amd_install.sh
* Update pyproject.toml
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-10-17 04:05:10 -07:00
Daniel Han
352641e9d9
Fix ( #3466 )
...
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
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* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
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* Update rl_replacements.py
* Update vision.py
* Update llama.py
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* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
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* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
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* Update pyproject.toml
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* Debugging only
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* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
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* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
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* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
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* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-10-16 05:38:54 -07:00
Daniel Han
84a41c0670
Versioning
2025-10-14 07:27:38 -07:00
Daniel Han
606b985ee1
Update pyproject.toml
2025-10-14 01:55:39 -07:00
Daniel Han
96cd66b32a
Update pyproject.toml
2025-10-07 20:52:38 -07:00
Daniel Han
b4feff8542
Update pyproject.toml
2025-10-07 20:50:31 -07:00
Daniel Han
f783f00d91
Gemma 3 bug fixes ( #3410 )
...
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
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* UNSLOTH_DISABLE_STATIC_GENERATION
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* Update vision.py
* Update vision.py
* Update vision.py
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* Update loader.py
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* versioning
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* logits / temperature
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* Debugging only
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* Update rl_replacements.py
* Update rl_replacements.py
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* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
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* Update rl_replacements.py
* Update vision.py
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* versioning
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* Update vision.py
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* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
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* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
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* Versioning
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* setup.py
* Prints
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* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
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* versioning
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* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
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* Update pyproject.toml
* Update pyproject.toml
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* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* Update synthetic.py
* Update synthetic.py
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* 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
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* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
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* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
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* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
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* logging
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* versioning
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* logits / temperature
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* Debugging only
* Update llama.py
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* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
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* Update rl_replacements.py
* Update vision.py
* Update llama.py
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* versioning
* Update _utils.py
* Update vision.py
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* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
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* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
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* Versioning
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* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
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* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
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* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-10-05 00:54:24 -07:00
Daniel Han
f037f2ce68
Update _utils.py
2025-09-30 23:10:29 -07:00
Daniel Han
eed6468e17
Nightly ( #3392 )
...
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-09-30 05:03:34 -07:00
Daniel Han
bd2b0e6e37
Versioning
2025-09-26 07:11:48 -07:00
Daniel Han
5694f75a2e
Update pyproject.toml
2025-09-26 05:29:02 -07:00
Daniel Han
b3778c1365
GPT OSS RL ( #3362 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3026 )
* Fix torch compile issues (#3028 )
* 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
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 6631007493#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
* Add mistral 3 support
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-09-26 04:55:12 -07:00
Daniel Han
6f23937f67
Bug fixes ( #3335 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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 mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-18 19:00:17 -07:00
Daniel Han
4819ad9cb9
Versioning
2025-09-16 08:49:42 -07:00
Daniel Han
6657bd5952
Update pyproject.toml
2025-09-16 08:17:21 -07:00
Daniel Han
3117cb7542
Bug fixes ( #3322 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-15 01:55:24 -07:00
Daniel Han
66a29228f2
Bug fix
2025-09-10 05:14:15 -07:00
Daniel Han
f3eb4faab5
Bug fixes ( #3295 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-10 01:28:13 -07:00
Daniel Han
a817c68eeb
Versioning
2025-09-08 06:06:04 -07:00
Daniel Han
1a51cbb7a6
Bug fixes ( #3266 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-04 05:17:59 -07:00
Daniel Han
286c93c045
Update pyproject.toml
2025-09-03 19:55:10 -07:00
Tim Paine
4c4e9d678b
Remove old version constraint in dependency list ( #3237 )
...
xref: https://github.com/unslothai/unsloth-zoo/pull/258
2025-09-01 02:29:58 -07:00
Daniel Han
427d597759
Versioning
2025-08-28 03:19:14 -07:00
Daniel Han
0b42a72e44
Bug fixes ( #3195 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-08-20 07:39:43 -07:00
parth2510
f58374014e
Fix extras transformers typo in pyproject.toml
2025-08-19 19:55:29 +05:30
Daniel Han
ffae287698
Update pyproject.toml
2025-08-19 05:20:19 -07:00
Daniel Han
3905796b53
Update pyproject.toml
2025-08-19 03:24:02 -07:00
Daniel Han
d4574f1791
Torch 2.8 ( #3186 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
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Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-08-19 03:16:49 -07:00
Daniel Han
609fe97cf2
Bug fixes ( #3180 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-08-18 06:12:49 -07:00
Daniel Han
06f9d1cbc7
Nightly ( #3169 )
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* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-08-15 05:03:38 -07:00
Daniel Han
699e46e92e
Nightly ( #3148 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-08-13 06:12:38 -07:00
Daniel Han
8996f5abf6
Update pyproject.toml
2025-08-08 11:49:56 -07:00
Daniel Han