Commit graph

93 commits

Author SHA1 Message Date
Daniel Han
0d680d87f4 Torch 2.6 support 2025-02-02 00:43:26 -08:00
Daniel Han
a99d3953d5 Bug fixes 2025-01-20 01:10:55 -08:00
Daniel Han
4a630f3191 Update Unsloth-Zoo 2025-01-08 16:46:04 -08:00
Daniel Han
4a216e8106 Update pyproject.toml 2025-01-07 04:29:09 -08:00
Daniel Han
346abbcdc1 Bug fixes (#1516)
* use exact model name

* Update save.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* print

* Update _utils.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update vision.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update loader.py

* accurate_accumulation

* Update loader.py

* Update loader.py

* Update _utils.py

* Update loader.py

* Update loader.py

* Update loader.py

* Update loader.py

* Update pyproject.toml

* Update __init__.py

* Update pyproject.toml

* Update __init__.py

* Update __init__.py

* Fix Triton heuristics

https://github.com/triton-lang/triton/issues/5224

* Update __init__.py

* Update __init__.py

* Update __init__.py

* Update __init__.py

* Xformers

* Update loader.py

* Update loader.py

* Rewind

* Update _utils.py

* Update _utils.py

* requires grad

* Update loader.py

* Update _utils.py

* Update loader.py

* changing model to base_model if peft model is already used

* Improve debugging experience (#1512)

* Create CONTRIBUTING.md (#1472)

Creating contributing guidelines

* Update CONTRIBUTING.md

improved sentence

* Improve logging control in `unsloth_compile_transformers` by conditionally redirecting stdout based on UNSLOTH_DISABLE_LOGGER environment variable

---------

Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com>

* Update loader.py

* Update llama.py

* Update llama.py

* Revert "Update llama.py"

This reverts commit a8edd0931a.

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Auto change is_bfloat16_supported

* Update llama.py

* Force data-type

* Update llama.py

* All attention refactor fix (#1491)

* change initilization of n_heads, n_kv_heads, hidden_size in llama.py

* do the same for cohere, mistral, gemma2, granite

* do the same for flexattention,cohere, mistral, granite

* Update llama.py

* Update llama.py

* Update granite to work with latest post_patch methods (#1502)

* Update granite to work with latest post_patch methods

* Pass position_embeddings for granite even if transformers<4.47

* Update llama.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Minor fixes for granite models (#1503)

* Update granite.py

Grab residual multiplier directly from layer

* Update llama.py

Version should read >= 4.47.1 as that is the version requiring the changes

* Update granite.py

* Update llama.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* support modelscope models and datasets (#1481)

* support modelscope

* change modelscope args

* remove useless import

* remove useless import

* fix

* wip

* fix

* remove useless code

* add readme

* add some comments

* change print to raise error

* update comment

* Update loader.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

---------

Co-authored-by: Itsuro Tajima <tajima@georepublic.de>
Co-authored-by: Muhammad Osama <muhammadosama1994@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com>
Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com>
Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com>
Co-authored-by: Z <coffeevampirebusiness@gmail.com>
Co-authored-by: tastelikefeet <58414341+tastelikefeet@users.noreply.github.com>
2025-01-07 04:23:14 -08:00
Daniel Han
53973b0120 Bug fixes (#1484)
* Update save.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* print

* Update _utils.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update vision.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update loader.py

* accurate_accumulation

* Update loader.py

* Update loader.py

* Update _utils.py

* Update loader.py

* Update loader.py

* Update loader.py

* Update loader.py

* Update pyproject.toml
2024-12-29 03:57:31 -08:00
Daniel Han
42a7ac3eff Update pyproject.toml 2024-12-26 04:12:46 -08:00
Daniel Han
9a50ffa01d Update pyproject.toml 2024-12-26 04:04:23 -08:00
Daniel Han
c92891af06 Update pyproject.toml 2024-12-26 03:26:01 -08:00
Daniel Han
44e58994d4 Update pyproject.toml 2024-12-24 03:35:04 -08:00
Daniel Han
70626f9d75 Update pyproject.toml 2024-12-24 01:55:04 -08:00
Daniel Han
0b990ae616 Triton windows 2024-12-24 00:17:33 -08:00
Daniel Han
4cc3dd57e2 Update pyproject.toml 2024-12-24 00:08:49 -08:00
Daniel Han
0a4109fd8d Update pyproject.toml 2024-12-24 00:08:03 -08:00
Daniel Han
a7511a8ebc Update pyproject.toml 2024-12-24 00:07:37 -08:00
Daniel Han
94fb6fd831 Update pyproject.toml 2024-12-24 00:02:30 -08:00
Daniel Han
59e8c281f7 Update pyproject.toml 2024-12-23 22:49:16 -08:00
Daniel Han
d5b89de8b8 Update pyproject.toml 2024-12-23 22:47:20 -08:00
Daniel Han
a7667952e9 Update pyproject.toml 2024-12-23 22:47:11 -08:00
Daniel Han
ec04aa048b dependencies 2024-12-23 22:27:35 -08:00
Daniel Han
dd600911a0 Update pyproject.toml 2024-12-23 21:53:43 -08:00
Daniel Han
3868e4dea5 Update pyproject.toml 2024-12-23 21:52:50 -08:00
Daniel Han
fd72efa53f Version 2024-12-23 21:43:32 -08:00
Daniel Han
631b7335e6 Update pyproject.toml 2024-12-23 21:16:30 -08:00
Daniel Han
c0f0ff81cb Update pyproject.toml 2024-12-23 21:14:01 -08:00
Daniel Han
431d5e1b37 Version 2024-12-23 21:07:51 -08:00
Daniel Han
f0ecc48c70 Update pyproject.toml 2024-12-21 01:24:09 -08:00
Daniel Han
934e39b999 Temp fix 2024-12-20 03:07:04 -08:00
Daniel Han
a3287090af Update pyproject.toml 2024-11-26 03:29:59 -08:00
Daniel Han
35b7638d22 Update pyproject.toml 2024-11-21 17:46:22 -08:00
Daniel Han
4806f58aab Bug fixes (#1245)
* Fix TRL

* Update mistral.py

* Patch processing_class

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Installation guide (#1165)

* chore: update chat_templates.py (#1166)

orginal -> original

* Disable Flex Attention

* Update tokenizer_utils.py

* Update _utils.py

* n_items

* Update cross_entropy_loss.py

* Fix DPO, ORPO

* Update _utils.py

* Update _utils.py

* fix/transformers-unpack (#1180)

* Fix DPO, ORPO (#1177)

* Fix TRL

* Update mistral.py

* Patch processing_class

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Installation guide (#1165)

* chore: update chat_templates.py (#1166)

orginal -> original

* Disable Flex Attention

* Update tokenizer_utils.py

* Update _utils.py

* n_items

* Update cross_entropy_loss.py

* Fix DPO, ORPO

* Update _utils.py

---------

Co-authored-by: timothelaborie <97834767+timothelaborie@users.noreply.github.com>
Co-authored-by: Ikko Eltociear Ashimine <eltociear@gmail.com>

* Add warning for missing Unpack and KwargsForCausalLM in older Transformers versions

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: timothelaborie <97834767+timothelaborie@users.noreply.github.com>
Co-authored-by: Ikko Eltociear Ashimine <eltociear@gmail.com>

* Update cross_entropy_loss.py

* Update _utils.py

* Update _utils.py

* donot upcast lm_head and embeddings to float32 (#1186)

* Cleanup upcast logs (#1188)

* Fix/phi-longrope (#1193)

* Enhance rotary embedding handling in LlamaAttention and LongRopeRotaryEmbedding

* Typo

* Improve rotary embedding handling in LlamaAttention to prevent errors with short KV cache

* Update llama.py

* Update llama.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update transformers

* Unk token issues

* Update _utils.py

* Fix pad token

* Update llama.py

* Typo

* ignored labels

* Revert "ignored labels"

This reverts commit 4b25138ac7.

* More patching

* Update _utils.py

* Update _utils.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Feat/all tmp (#1219)

* Update save.py

Check whether path is in /tmp dir for Kaggle environment

* Update save.py

Move temporary_location to /tmp in Kaggle

* Enhance Kaggle environment support in save and tokenizer utilities

---------

Co-authored-by: dendarrion <37800703+dendarrion@users.noreply.github.com>
Co-authored-by: Erland366 <erland.pg366@gmail.com>

* Bug fixes

* Update pyproject.toml

* Update _utils.py

* Update __init__.py

* Update __init__.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Tied weights

* Revert "Tied weights"

This reverts commit 820cd4efef.

* Tied weights

* Utils

* CE Loss patching

* Update __init__.py

* Update __init__.py

* Patching

* Update cross_entropy_loss.py

* CE Loss

* Update _utils.py

* Update _utils.py

* CE Loss

* Update _utils.py

* Update _utils.py

* Layernorm

* Update _utils.py

* Update _utils.py

* Post patch

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* typing

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* int64

* Update _utils.py

* Update cross_entropy_loss.py

* constexpr

* constexpr

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* CE

* Update cross_entropy_loss.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update utils.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* typing

* Update rope_embedding.py

* types

* Disable compiling

* Update _utils.py

* Update _utils.py

* Forward hook

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update llama.py

* Update _utils.py

* Update pyproject.toml

---------

Co-authored-by: timothelaborie <97834767+timothelaborie@users.noreply.github.com>
Co-authored-by: Ikko Eltociear Ashimine <eltociear@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com>
Co-authored-by: dendarrion <37800703+dendarrion@users.noreply.github.com>
Co-authored-by: Erland366 <erland.pg366@gmail.com>
2024-11-05 13:29:37 -08:00
Daniel Han
8faac33203 Update pyproject.toml 2024-10-26 18:05:55 -07:00
Daniel Han
9f8b4589c0 Torch 2.5 2024-10-26 18:03:15 -07:00
Daniel Han
e5e67f83b4 Many bug fixes (#1162)
* Fix TRL

* Update mistral.py

* Patch processing_class

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Installation guide (#1165)

* chore: update chat_templates.py (#1166)

orginal -> original

* Disable Flex Attention

* Update tokenizer_utils.py

* Update _utils.py

---------

Co-authored-by: timothelaborie <97834767+timothelaborie@users.noreply.github.com>
Co-authored-by: Ikko Eltociear Ashimine <eltociear@gmail.com>
2024-10-23 03:14:57 -07:00
Daniel Han
c05e87f18d Gradient Accumulation Fix (#1134)
* Unsloth Zoo

* Update trainer.py

* Update trainer.py

* Update cross_entropy_loss.py

* n_items

* Update llama.py

* kwargs

* Remove extraneous f prefixes (#1133)

Co-authored-by: Emil Sadek <esadek@users.noreply.github.com>

* Update __init__.py

---------

Co-authored-by: Emil Sadek <esadek@hotmail.com>
Co-authored-by: Emil Sadek <esadek@users.noreply.github.com>
2024-10-14 19:17:35 -07:00
Daniel Han
8100844172 Reload 2024-10-05 17:21:48 -07:00
Daniel Han
ccfb9b68ff Fix merges (#1079)
* Layernorm

* Update layernorm.py

* Update layernorm.py

* Update layernorm.py

* Update layernorm.py

* Update layernorm.py

* Update layernorm.py

* Patch layernorm

* Update layernorm.py

* RMS Layernorm

* Update rms_layernorm.py

* Causal LM

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update layernorm.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update _utils.py

* Update _utils.py

* Llama 3.2

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update llama.py

* Update vision.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update loader.py

* Update loader.py

* Update loader.py

* Dependencies

* Update pyproject.toml

* Update _utils.py
2024-09-30 03:03:01 -07:00
Daniel Han
f28614023c Update pyproject.toml 2024-09-27 01:36:45 -07:00
Daniel Han
412963a078 Update pyproject.toml 2024-09-25 23:47:15 -07:00
Daniel Han
fb0ee5fc0c Update pyproject.toml 2024-09-25 23:13:49 -07:00
Daniel Han
a08f36b754 Torch 2.4, Xformers>0.0.27, TRL>0.9, Python 3.12 + bug fixes (#902)
* Update pyproject.toml

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update _utils.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* fix_tokenizer

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* Update loader.py

* Update pyproject.toml

* Update _utils.py

* Update gemma2.py

* Update gemma2.py

* Update _utils.py

* gemma 2 mask

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Torch 2.4 Xformers 0.0.27post2

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Gemma 2 fixes

* Update gemma2.py

* Update llama.py

* Update llama.py

* Update save.py

* Update save.py
2024-08-10 19:59:40 -07:00
Daniel Han
785310af0b Fix tokenizers (#887)
* Update pyproject.toml

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update _utils.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* fix_tokenizer

* Update tokenizer_utils.py

* Update tokenizer_utils.py
2024-08-06 20:24:44 -07:00
Daniel Han
65d1330dc4 Update pyproject.toml 2024-08-04 11:28:21 -07:00
Daniel Han
9b9e742418 flash-attn softcapping 2024-07-30 22:48:53 -07:00
Daniel Han
fc6ad684c9 Checks 2024-07-27 22:16:33 -07:00
Daniel Han
236f1029b1 Edits 2024-07-27 20:30:32 -07:00
Daniel Han
60557d0eb8 Llama 3.1 check 2024-07-23 11:09:24 -07:00
Daniel Han
7fb3838c00 Update pyproject.toml 2024-07-18 10:59:09 -07:00
Daniel Han
b9beb12b18 Many bug fixes (#754)
* Update gemma2.py

* Update llama.py

* Update llama.py

* Update gemma2.py

* init

* Update gemma2.py

* Update gemma2.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* All RoPE Scaling support

* cleanup

* Update llama.py

* Update llama.py

* Update _utils.py

* Update _utils.py

* exec

* exec

* Attention_Module

* attention_module

* imports

* exec

* Update llama.py

* Update llama.py

* boolean mask

* revert masking

* Update llama.py

* Update save.py

* Update llama.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update utils.py

* retry

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update _utils.py

* Update _utils.py

* Update gemma2.py

* Update chat_templates.py

* Gemma 2 Ollama support

* Update llama.py

* Update llama.py

* error handling

* Update _utils.py

* Update _utils.py

* Stats for debugging

* Update _utils.py

* Update _utils.py

* Debugging

* Update tokenizer_utils.py

* Update _utils.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Update rms_layernorm.py

* Check exec, eval

* Update _utils.py

* Update _utils.py

* Images

* Bug fixes

* Update pyproject.toml

* Bug fixes

* Update _utils.py

* Update _utils.py
2024-07-10 01:59:06 -07:00
Daniel Han
cfafc707a1 Gemma2 (#709)
* Update mapper.py

* Update loader.py

* Update llama.py

* Update tokenizer_utils.py

* info

* edits

* Create chat template

* Fix tokenizer

* Update tokenizer_utils.py

* fix case where gguf saving fails due to first_conversion dtype (#630)

* Support revision parameter in FastLanguageModel.from_pretrained (#629)

* support `revision` parameter

* match unsloth formatting of named parameters

* clears any selected_adapters before calling internal_model.save_pretrained (#609)

* Update __init__.py (#602)

Check for incompatible modules before importing unsloth

* Fixed unsloth/tokenizer_utils.py for chat training (#604)

* Add GGML saving option to Unsloth for easier Ollama model creation and testing. (#345)

* Add save to llama.cpp GGML to save.py.

* Fix conversion command and path of convert to GGML function.

* Add autosaving lora to the GGML function

* Create lora save function for conversion to GGML

* Test fix #2 for saving lora

* Test fix #3 to save  the lora adapters to convert to GGML

* Remove unwated tokenizer saving for conversion to ggml and added a few print statements.

* Needed tokenizer for saving, added it back, also made it more unslothy style by having positional arguments, and added a few messages.

* Positional arguments didn't work out, so reverted to older version of the code, and added a few comments.

* Test fix 1 for arch

* Test fix 2 new Mistral error.

* Test fix 3

* Revert to old version for testing.

* Upload issue test fix 1

* Fix 2 uploading ggml

* Positional ags added.

* Temporray remove positional args

* Fix upload again!!!

* Add print statements and fix link

* Make the calling name better

* Create local saving for GGML

* Add choosing directory to save local GGML.

* Fix lil variable error in the save_to_custom_dir func

* docs: Add LoraConfig parameters documentation (#619)

* llama.cpp failing (#371)

llama.cpp is failing to generate quantize versions for the trained models.

Error:

```bash
You might have to compile llama.cpp yourself, then run this again.
You do not need to close this Python program. Run the following commands in a new terminal:
You must run this in the same folder as you're saving your model.
git clone https://github.com/ggerganov/llama.cpp
cd llama.cpp && make clean && LLAMA_CUDA=1 make all -j
Once that's done, redo the quantization.
```

But when i do clone this with recursive it works.

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* fix libcuda_dirs import for triton 3.0 (#227)

* fix libcuda_dirs import for triton 3.0

* Update __init__.py

* Update __init__.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update save.py

* Update __init__.py

* Update fast_lora.py

* Update save.py

* Update save.py

* Update save.py

* Update loader.py

* Update save.py

* Update save.py

* quantize now llama-quantize

* Update chat_templates.py

* Update loader.py

* Update mapper.py

* Update __init__.py

* embedding size

* Update qwen2.py

* docs

* Update README.md

* Update qwen2.py

* README: Fix minor typo. (#559)

* README: Fix minor typo.

One-character typo fix while reading.

* Update README.md

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update mistral.py

* Update qwen2.py

* Update qwen2.py

* Update qwen2.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update README.md

* FastMistralModel

* Update mistral.py

* Update mistral.py

* Update mistral.py

* Update mistral.py

* Update mistral.py

* Auto check rope scaling

* Update llama.py

* Update llama.py

* Update llama.py

* GPU support

* Typo

* Update gemma.py

* gpu

* Multiple GGUF saving

* Update save.py

* Update save.py

* check PEFT and base

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update chat_templates.py

* Fix breaking bug in save.py with interpreting quantization_method as a string when saving to gguf (#651)

* Nightly (#649)

* Update llama.py

* offload

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* continued pretraining trainer

* Update trainer.py

* Update trainer.py

* Update trainer.py

* Update trainer.py

* is_bfloat16_supported

* Update __init__.py

* Update README.md

* Update llama.py

* is_bfloat16_supported

* Update __init__.py

* Mistral v3

* Phi 3 medium

* Update chat_templates.py

* Update chat_templates.py

* Phi-3

* Update save.py

* Update README.md

Mistral v3 to Mistral v0.3

* Untrained tokens

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update llama.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update save.py

* Update save.py

* Update save.py

* checkpoint

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update llama.py

* accelerate

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update tokenizer_utils.py

* train_dataloader

* Update llama.py

* Update llama.py

* Update llama.py

* use_fast_convert

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* remove_special_tokens

* Ollama

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update llama.py

* Update chat_templates.py

* Support bfloat16 GGUF

* Update save.py

* Update llama.py

* fast_forward_inference

* Update mapper.py

* Update loader.py

* Update llama.py

* Update tokenizer_utils.py

* info

* edits

* Create chat template

* Fix tokenizer

* Update tokenizer_utils.py

* fix case where gguf saving fails due to first_conversion dtype (#630)

* Support revision parameter in FastLanguageModel.from_pretrained (#629)

* support `revision` parameter

* match unsloth formatting of named parameters

* clears any selected_adapters before calling internal_model.save_pretrained (#609)

* Update __init__.py (#602)

Check for incompatible modules before importing unsloth

* Fixed unsloth/tokenizer_utils.py for chat training (#604)

* Add GGML saving option to Unsloth for easier Ollama model creation and testing. (#345)

* Add save to llama.cpp GGML to save.py.

* Fix conversion command and path of convert to GGML function.

* Add autosaving lora to the GGML function

* Create lora save function for conversion to GGML

* Test fix #2 for saving lora

* Test fix #3 to save  the lora adapters to convert to GGML

* Remove unwated tokenizer saving for conversion to ggml and added a few print statements.

* Needed tokenizer for saving, added it back, also made it more unslothy style by having positional arguments, and added a few messages.

* Positional arguments didn't work out, so reverted to older version of the code, and added a few comments.

* Test fix 1 for arch

* Test fix 2 new Mistral error.

* Test fix 3

* Revert to old version for testing.

* Upload issue test fix 1

* Fix 2 uploading ggml

* Positional ags added.

* Temporray remove positional args

* Fix upload again!!!

* Add print statements and fix link

* Make the calling name better

* Create local saving for GGML

* Add choosing directory to save local GGML.

* Fix lil variable error in the save_to_custom_dir func

* docs: Add LoraConfig parameters documentation (#619)

* llama.cpp failing (#371)

llama.cpp is failing to generate quantize versions for the trained models.

Error:

```bash
You might have to compile llama.cpp yourself, then run this again.
You do not need to close this Python program. Run the following commands in a new terminal:
You must run this in the same folder as you're saving your model.
git clone https://github.com/ggerganov/llama.cpp
cd llama.cpp && make clean && LLAMA_CUDA=1 make all -j
Once that's done, redo the quantization.
```

But when i do clone this with recursive it works.

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* fix libcuda_dirs import for triton 3.0 (#227)

* fix libcuda_dirs import for triton 3.0

* Update __init__.py

* Update __init__.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update save.py

* Update __init__.py

* Update fast_lora.py

* Update save.py

* Update save.py

* Update save.py

* Update loader.py

* Update save.py

* Update save.py

* quantize now llama-quantize

* Update chat_templates.py

* Update loader.py

* Update mapper.py

* Update __init__.py

* embedding size

* Update qwen2.py

* docs

* Update README.md

* Update qwen2.py

* README: Fix minor typo. (#559)

* README: Fix minor typo.

One-character typo fix while reading.

* Update README.md

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update mistral.py

* Update qwen2.py

* Update qwen2.py

* Update qwen2.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update README.md

* FastMistralModel

* Update mistral.py

* Update mistral.py

* Update mistral.py

* Update mistral.py

* Update mistral.py

* Auto check rope scaling

* Update llama.py

* Update llama.py

* Update llama.py

* GPU support

* Typo

* Update gemma.py

* gpu

* Multiple GGUF saving

* Update save.py

* Update save.py

* check PEFT and base

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update chat_templates.py

---------

Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Eliot Hall <60240707+chrehall68@users.noreply.github.com>
Co-authored-by: Rickard Edén <rickardeden@gmail.com>
Co-authored-by: XiaoYang <xyangk@gmail.com>
Co-authored-by: Oseltamivir <58582368+Oseltamivir@users.noreply.github.com>
Co-authored-by: mahiatlinux <110882203+mahiatlinux@users.noreply.github.com>
Co-authored-by: Sébastien De Greef <sebdg@binarycompany.com>
Co-authored-by: Alberto Ferrer <albertof@barrahome.org>
Co-authored-by: Thomas Viehmann <tv.github-private@beamnet.de>
Co-authored-by: Walter Korman <lemurware@gmail.com>

* Fix bug in save.py with interpreting quantization_method as a string that prevents GGUF from saving

* Implemented better list management and then forgot to actually call the new list variable, fixed

* Check type of given quantization method and return type error if not list or string

* Update save.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Eliot Hall <60240707+chrehall68@users.noreply.github.com>
Co-authored-by: Rickard Edén <rickardeden@gmail.com>
Co-authored-by: XiaoYang <xyangk@gmail.com>
Co-authored-by: Oseltamivir <58582368+Oseltamivir@users.noreply.github.com>
Co-authored-by: mahiatlinux <110882203+mahiatlinux@users.noreply.github.com>
Co-authored-by: Sébastien De Greef <sebdg@binarycompany.com>
Co-authored-by: Alberto Ferrer <albertof@barrahome.org>
Co-authored-by: Thomas Viehmann <tv.github-private@beamnet.de>
Co-authored-by: Walter Korman <lemurware@gmail.com>

* Revert "Fix breaking bug in save.py with interpreting quantization_method as …" (#652)

This reverts commit 506cb68867296237e95bc53c32f1bfc9b1757960.

* Revert "Revert "Fix breaking bug in save.py with interpreting quantization_me…" (#653)

This reverts commit 2f48cc9af385579876fd45bd833169d1f1a2ea58.

* Update llama.py

* peft

* patch

* Update loader.py

* retrain

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* offload

* Update llama.py

* Create a starter script for command-line training to integrate in ML ops pipelines. (#623)

* Update chat_templates.py

* Ollama

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Ollama

* Update chat_templates.py

* ollama

* Update mapper.py

* Update chat_templates.py

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* Update save.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update chat_templates.py

* Update llama.py

* Fixes

* clearer messages

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update llama.py

* Update llama.py

* Update llama.py

* log

* Update __init__.py

* Update llama.py

* Update __init__.py

* Create Merge.png

* Create ollama.png

* Gemma2

* Update llama.py

* Update loader.py

* Update pyproject.toml

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update _utils.py

* Revert Gemma2

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update rms_layernorm.py

* Update gemma2.py

* logit softcapping

* Update cross_entropy_loss.py

* Update llama.py

* Update llama.py

* Update gemma2.py

* Update gemma2.py

* Update cross_entropy_loss.py

* Update llama.py

* Update llama.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update llama.py

* Update cross_entropy_loss.py

* Update cross_entropy_loss.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update llama.py

* Update gemma2.py

* Update llama.py

* Update llama.py

* Update gemma2.py

* Update gemma2.py

* Update llama.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update gemma2.py

* Update _utils.py

* Update _utils.py

* Update gemma2.py

* compile flags

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update gemma2.py

* Update gemma2.py

* fixes

* Update _utils.py

* Fix generation

* Update llama.py

* Update llama.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* pad token

* Update gemma2.py

* pad token

* Update _utils.py

* Update llama.py

* Update gemma2.py

* edit warning

* Update tokenizer_utils.py

---------

Co-authored-by: Eliot Hall <60240707+chrehall68@users.noreply.github.com>
Co-authored-by: Rickard Edén <rickardeden@gmail.com>
Co-authored-by: XiaoYang <xyangk@gmail.com>
Co-authored-by: Oseltamivir <58582368+Oseltamivir@users.noreply.github.com>
Co-authored-by: mahiatlinux <110882203+mahiatlinux@users.noreply.github.com>
Co-authored-by: Sébastien De Greef <sebdg@binarycompany.com>
Co-authored-by: Alberto Ferrer <albertof@barrahome.org>
Co-authored-by: Thomas Viehmann <tv.github-private@beamnet.de>
Co-authored-by: Walter Korman <lemurware@gmail.com>
Co-authored-by: ArcadaLabs-Jason <52756218+ArcadaLabs-Jason@users.noreply.github.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
2024-07-02 22:51:01 -07:00