Commit graph

1,117 commits

Author SHA1 Message Date
Michael Han
c018ea28db Update README.md 2025-03-03 21:27:20 -08:00
Michael Han
e02561d883 Update README.md 2025-03-02 20:44:26 -08:00
Michael Han
8b5883275d Update README.md 2025-03-02 20:35:27 -08:00
Michael Han
788563f8fe Update README.md 2025-03-02 20:34:36 -08:00
J. M Areeb Uzair
c6d2433547 Added Python version warning to Windows Install Section (#1872)
I spent half a day on the wrong Python version, so I am adding this big, red sign.
2025-03-02 03:48:21 -08:00
Mohamed Mekkouri
8180e9803c Fix Layernorm when num_cols not a power of 2 (#1867)
* fix

* Update layernorm.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2025-03-01 14:23:22 -08:00
Daniel Han
8a72e20aa5 Update vision.py 2025-03-01 13:47:01 -08:00
Daniel Han
4f166026d7 LoRA 2025-03-01 02:52:20 -08:00
Daniel Han
481e3e41b2 Update llama.py 2025-03-01 00:23:20 -08:00
Daniel Han
f4748c020d Update _utils.py 2025-03-01 00:21:28 -08:00
Daniel Han
f3b5469213 Update granite.py 2025-03-01 00:20:34 -08:00
Daniel Han
6b735edbcb Update granite.py 2025-03-01 00:19:12 -08:00
Daniel Han
6485cbb499 Prelim release 2025-03-01 00:13:11 -08:00
Aditya Ghai
08bc291300 Direct windows support for unsloth (#1841)
* Direct Windows Support(main)

* Update pyproject.toml

* Update README.md

Added the suggested changes to README
2025-02-27 20:25:46 -08:00
Daniel Han
841626c405 Update rl_replacements.py 2025-02-27 03:46:47 -08:00
Daniel Han
f55395b5f0 Update rl_replacements.py 2025-02-27 03:42:03 -08:00
Michael Han
569b4422c4 Update README.md 2025-02-26 17:03:47 -08:00
Michael Han
86aea0b4f8 Update README.md 2025-02-26 16:58:32 -08:00
Kareem
71d2a24575 fixed syntax warnings (#1522)
* fixed most of syntax warnings

* all syntaxwarnings fixed

* Syntax fixes

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2025-02-26 03:50:37 -08:00
Charles London
96346a5f35 Fix key error in GRPOTrainer (#1818)
* fix keyerror in GRPOTrainer

* check for train in _metrics
2025-02-25 15:22:35 -08:00
Igor Kilbas
455517aae9 Fix: GRPO with Mistral and importing (#1831)
* fix: mistral and importing

* minor change

* Style :)

* Update mistral.py

* Update mistral.py

* Update mistral.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2025-02-25 15:21:26 -08:00
Michael Han
ab701257d6 Update README.md 2025-02-21 22:59:19 -08:00
Daniel Han
734a9a0611 Update _utils.py 2025-02-20 09:24:07 -08:00
Daniel Han
4570c8b41e Bug Fixes (#1774)
* Update rl.py

* Update tokenizer_utils.py

* Auto patching

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update rl.py

* Update tokenizer_utils.py

* Update rl.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 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 tokenizer_utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* max seq length

* Update rl.py

* Update rl.py

* Patching

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* NEFTune

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Extra replacements

* Update rl_replacements.py

* Update rl.py

* extra RL replacements

* 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 llama.py

* Update rl_replacements.py

* Update _utils.py

* Update loader_utils.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* autocast

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.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

* Update rl_replacements.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* GRPO optimized

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Selective Log softmax

* Fix GRPO bsz

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Fix TRL

* Metrics GRPO

* Update rl_replacements.py

* Update rl_replacements.py

* No compile

* Update rl.py

* Remove docs

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* llama-quantize on WINDOWS WSL error fix - edit save.py (gguf saving breaks) (#1649)

* edit save.py to fix gguf saving breaks.

* add check for .exe or not exe file extension for linux and windows

* 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

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl.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

* unsloth_num_chunks

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py (#1754)

Fix typo in comment: know -> now.

This was printed when running the Llama3.1_(8B)-GRPO.ipynb example notebook, so I'd expect others to run into it as well.

* Optional logits

* 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_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* fix an import error (#1767)

* fix an import error

* Delete .gitignore

* Update loader.py

* Update save.py

---------

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

* SamplingParams

* Convert mask to float (#1762)

* [Windows Support] Add latest `xformers` wheels to pyproject.toml (#1753)

* Add latest xformers

* Add a couple of lines to docs

* vLLMSamplingParams

* Update __init__.py

* default num_chunks == -1

* Versioning

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update _utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update pyproject.toml

* Update pyproject.toml

---------

Co-authored-by: Gennadii Manzhos <105049664+everythingisc00l@users.noreply.github.com>
Co-authored-by: Seth Weidman <seth@sethweidman.com>
Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Ben <6579034+versipellis@users.noreply.github.com>
2025-02-20 09:20:49 -08:00
Daniel Han
cd3a733602 bug fix 2025-02-20 04:47:12 -08:00
Daniel Han
a45a08f91b Memory Efficient GRPO (#1773)
* Update __init__.py

* Update loader.py

* Update rl.py

* Update rl.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Better TRL handling

* Update rl.py

* Update tokenizer_utils.py

* Auto patching

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update rl.py

* Update tokenizer_utils.py

* Update rl.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 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 tokenizer_utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* max seq length

* Update rl.py

* Update rl.py

* Patching

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* NEFTune

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Extra replacements

* Update rl_replacements.py

* Update rl.py

* extra RL replacements

* 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 llama.py

* Update rl_replacements.py

* Update _utils.py

* Update loader_utils.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* autocast

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.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

* Update rl_replacements.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* GRPO optimized

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Selective Log softmax

* Fix GRPO bsz

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Fix TRL

* Metrics GRPO

* Update rl_replacements.py

* Update rl_replacements.py

* No compile

* Update rl.py

* Remove docs

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* llama-quantize on WINDOWS WSL error fix - edit save.py (gguf saving breaks) (#1649)

* edit save.py to fix gguf saving breaks.

* add check for .exe or not exe file extension for linux and windows

* 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

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl.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

* unsloth_num_chunks

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py (#1754)

Fix typo in comment: know -> now.

This was printed when running the Llama3.1_(8B)-GRPO.ipynb example notebook, so I'd expect others to run into it as well.

* Optional logits

* 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_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* fix an import error (#1767)

* fix an import error

* Delete .gitignore

* Update loader.py

* Update save.py

---------

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

* SamplingParams

* Convert mask to float (#1762)

* [Windows Support] Add latest `xformers` wheels to pyproject.toml (#1753)

* Add latest xformers

* Add a couple of lines to docs

* vLLMSamplingParams

* Update __init__.py

* default num_chunks == -1

* Versioning

---------

Co-authored-by: Gennadii Manzhos <105049664+everythingisc00l@users.noreply.github.com>
Co-authored-by: Seth Weidman <seth@sethweidman.com>
Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Ben <6579034+versipellis@users.noreply.github.com>
2025-02-20 04:23:28 -08:00
Daniel Han
fbe9ee80d4 Update README.md (#1768) 2025-02-19 23:24:05 -08:00
Daniel Han
66a1345421 Fix weird tokenizer issue 2025-02-15 03:12:43 -08:00
Daniel Han
895c7ca320 Update mapper.py 2025-02-15 02:48:36 -08:00
Daniel Han
c5e9299a73 Add GRPO metrics (#1718)
* 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

* Update rl.py

* Update rl.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Better TRL handling

* Update rl.py

* Update tokenizer_utils.py

* Auto patching

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update rl.py

* Update tokenizer_utils.py

* Update rl.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 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 tokenizer_utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* max seq length

* Update rl.py

* Update rl.py

* Patching

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* NEFTune

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Extra replacements

* Update rl_replacements.py

* Update rl.py

* extra RL replacements

* 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 llama.py

* Update rl_replacements.py

* Update _utils.py

* Update loader_utils.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* autocast

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.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

* Update rl_replacements.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* GRPO optimized

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Selective Log softmax

* Fix GRPO bsz

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Fix TRL

* Metrics GRPO

* Update rl_replacements.py

* Update rl_replacements.py
2025-02-15 02:24:01 -08:00
Daniel Han
c66350a48a Memory efficient GRPO, DPO etc (#1716)
* 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

* Update rl.py

* Update rl.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Better TRL handling

* Update rl.py

* Update tokenizer_utils.py

* Auto patching

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update rl.py

* Update tokenizer_utils.py

* Update rl.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 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 tokenizer_utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* max seq length

* Update rl.py

* Update rl.py

* Patching

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* NEFTune

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Extra replacements

* Update rl_replacements.py

* Update rl.py

* extra RL replacements

* 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 llama.py

* Update rl_replacements.py

* Update _utils.py

* Update loader_utils.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* autocast

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.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

* Update rl_replacements.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* GRPO optimized

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Selective Log softmax

* Fix GRPO bsz

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Fix TRL
2025-02-15 01:19:39 -08:00
Daniel Han
3136fd9611 Fix bugs (#1706)
* 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

* Update rl.py

* Update rl.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Better TRL handling

* Update rl.py

* Update tokenizer_utils.py

* Auto patching

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update rl.py

* Update tokenizer_utils.py

* Update rl.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 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 tokenizer_utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* max seq length

* Update rl.py

* Update rl.py

* Patching

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* NEFTune

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Extra replacements

* Update rl_replacements.py

* Update rl.py

* extra RL replacements

* 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 llama.py

* Update rl_replacements.py

* Update _utils.py

* Update loader_utils.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* autocast

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.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

* Update rl_replacements.py

* Update llama.py

* Update _utils.py

* Update llama.py

* Update _utils.py

* Update rl_replacements.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

---------

Co-authored-by: Zhe Zhang <2631992879@qq.com>
2025-02-13 19:12:19 -08:00
Daniel Han
4f9301d321 Update _utils.py 2025-02-13 15:14:17 -08:00
Daniel Han
26f8d8580b Update pyproject.toml 2025-02-13 15:13:55 -08:00
Daniel Han
39eaefce14 Update rl.py 2025-02-13 15:02:50 -08:00
Daniel Han
635e921506 Update _utils.py 2025-02-13 14:59:52 -08:00
Daniel Han
5c19724e7f Update dpo.py 2025-02-13 14:59:42 -08:00
Daniel Han
43cda3240c Update __init__.py 2025-02-13 14:55:14 -08:00
Daniel Han
010de17c90 Update _utils.py 2025-02-13 14:54:49 -08:00
Daniel Han
95fb1d699d Fix bugs (#1701)
* 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

* Update rl.py

* Update rl.py

* Update _utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Better TRL handling

* Update rl.py

* Update tokenizer_utils.py

* Auto patching

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update tokenizer_utils.py

* Update rl.py

* Update tokenizer_utils.py

* Update rl.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 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 tokenizer_utils.py

* Update rl.py

* Update rl.py

* Update rl.py

* max seq length

* Update rl.py

* Update rl.py

* Patching

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* NEFTune

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Update rl.py

* Extra replacements

* Update rl_replacements.py

* Update rl.py

* extra RL replacements

* 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 llama.py

* Update rl_replacements.py

* Update _utils.py

* Update loader_utils.py

* Update rl.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* autocast

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update pyproject.toml

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update llama.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update llama.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

* Update rl_replacements.py

* Update llama.py

* Update _utils.py

---------

Signed-off-by: datta0 <venkatadattasainimmaturi@gmail.com>
Co-authored-by: AminWhat <88392440+aminwhat@users.noreply.github.com>
Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com>
Co-authored-by: Zhe Zhang <2631992879@qq.com>
2025-02-13 14:50:44 -08:00
Michael Han
28cb38675f Merge pull request #1688 from unslothai/shimmyshimmer-patch-5
Update README.md
2025-02-13 01:14:23 -08:00
Michael Han
6097db77bb Update README.md 2025-02-13 01:14:06 -08:00
Michael Han
a5d1391d12 Merge pull request #1654 from unslothai/shimmyshimmer-patch-4
Update README.md
2025-02-09 19:57:27 -08:00
Michael Han
9807456b29 Update README.md 2025-02-09 19:57:15 -08:00
Diogo Neves
36c3d36e74 Fixed Triton url (#1607)
Triton's link was pointing to the old research url
2025-02-08 19:41:39 -08:00
Michael Han
74fce13683 Update README.md 2025-02-06 17:20:19 -08:00
Daniel Han
cd52ac2e16 GRPO Bug fixes (#1623)
* 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>

* 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

* Update rl.py

* Update rl.py

* Update _utils.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 05:08:22 -08:00
Daniel Han
c8e4d4b767 Update 2025-02-06 03:23:54 -08:00
Daniel Han
5d6275c957 Update _utils.py 2025-02-06 02:44:46 -08:00
Daniel Han
e288d96272 Update pyproject.toml 2025-02-06 02:44:23 -08:00