unsloth/unsloth/kernels
Daniel Han 4a3b424e8d GRPO, vLLM, Bug Fixes, Reinforcement Learning (#1620)
* 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 67bb995878.

* 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>

* Merge branch 'main' into nightly

* Phi 4

* Update llama.py

* Torch.Cuda Is Available Condition and Warning (#1545)

* check for torch.cuda and triton if available
on my machine(mac m3) the cuda were not available

* Update pyproject.toml

* Update __init__.py

---------

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

* Update mistral.py

* Update mistral.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Fix

* Bug fixes

* Update mapper.py

* Add dropout to granite to match HF's implementation (#1557)

Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com>

* Update llama.py

* Update llama.py

* Bug fixes

* fix: flash_attn_detection_error (#1556)

* fix: flash_attn_detection_error

* Update _utils.py

---------

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

* Update mapper.py

* Update gemma.py

* Update gemma.py

* Update gemma.py

* Update gemma.py

* dim fix

* Update _utils.py

* Torch 2.6 support

* 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

* Faster inference?

* Update llama.py

* Update llama.py

* Update utils.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

* Update utils.py

* Update utils.py

* Update utils.py

* Update utils.py

* Update utils.py

* Update utils.py

* Update utils.py

* Update mapper.py

* Fast Inference via vLLM

* Update llama.py

* Update llama.py

* Update utils.py

* Create rl.py

* PatchRL

* Update rl.py

* Update rl.py

* Update rl.py

* PatchRLStatistics

* Update rl.py

* Update rl.py

* Update rl.py

* Update utils.py

* Update utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* RL metrics

* Update rl.py

* RL metrics

* Update __init__.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update chat_templates.py

* Update mapper.py

* Fp8 cache

* Update llama.py

* Update llama.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update __init__.py

* Update loader.py

---------

Signed-off-by: datta0 <venkatadattasainimmaturi@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>
Co-authored-by: AminWhat <88392440+aminwhat@users.noreply.github.com>
Co-authored-by: Zhe Zhang <2631992879@qq.com>
2025-02-06 02:41:12 -08:00
..
__init__.py patch_fast_lora 2024-11-20 03:36:41 -08:00
cross_entropy_loss.py Bug fixes (#1516) 2025-01-07 04:23:14 -08:00
fast_lora.py Update fast_lora.py 2024-11-20 17:07:53 -08:00
flex_attention.py Bug fixes (#1516) 2025-01-07 04:23:14 -08:00
geglu.py Mistral Nemo 12b (#777) 2024-07-18 10:51:10 -07:00
layernorm.py Layernorm 2024-11-03 17:05:33 -08:00
rms_layernorm.py Bug fixes (#1516) 2025-01-07 04:23:14 -08:00
rope_embedding.py Bug fixes (#1516) 2025-01-07 04:23:14 -08:00
swiglu.py Gemma2 (#709) 2024-07-02 22:51:01 -07:00
utils.py GRPO, vLLM, Bug Fixes, Reinforcement Learning (#1620) 2025-02-06 02:41:12 -08:00