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Daniel Han
a736088ba1 Update FUNDING.yml 2025-12-16 21:36:11 -08:00
Daniel Han
96b49b91b5 Bug fixes (#3734) 
* Update _utils.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [FIX] [Transformers] VLM input embeds fix for gradients (#3715)

* Fix get_input_embeds call for VLMs

* patch input_require_grads instead

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* cleanup old patch

* cleanup old patch

* cleanup

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* Apply suggestion from @danielhanchen

* use logger instead of prints

* Move unsloth present set

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* Update rope_embedding.py

* Fixes

* Update _utils.py

* Update import_fixes.py

* Update rl_replacements.py

* fix_openenv_no_vllm

* Fix

* Update __init__.py

* Update __init__.py

* Update __init__.py

* Update import_fixes.py

* Update import_fixes.py

* Update import_fixes.py

* logger

* Update __init__.py

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* Update __init__.py

* Update import_fixes.py

* Update __init__.py

* Update import_fixes.py

* Update import_fixes.py

* Update import_fixes.py

* Update import_fixes.py

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* Update import_fixes.py

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 2025-12-16 20:52:57 -08:00
Daniel Han
28f742ee19 Update import_fixes.py 2025-12-16 16:58:03 -08:00
Daniel Han
3600b5341d Update import_fixes.py 2025-12-16 16:57:38 -08:00
Daniel Han
002f2a2157 Update import_fixes.py 2025-12-16 15:46:27 -08:00
Daniel Han
4e04e56b82 Update rl.py 2025-12-15 22:43:16 -08:00
pre-commit-ci[bot]
6aff56a61a [pre-commit.ci] pre-commit autoupdate (#3731) 
updates:
- [github.com/astral-sh/ruff-pre-commit: v0.14.8 → v0.14.9](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.8...v0.14.9)

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 2025-12-15 17:54:15 -08:00
Michael Han
7201ba3919 Update README.md 2025-12-13 16:44:44 -08:00
Daniel Han
2fc67f463a Nightly (#3720) 
* Update _utils.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [FIX] [Transformers] VLM input embeds fix for gradients (#3715)

* Fix get_input_embeds call for VLMs

* patch input_require_grads instead

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* cleanup old patch

* cleanup old patch

* cleanup

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Apply suggestion from @danielhanchen

* use logger instead of prints

* Move unsloth present set

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---------

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* Update rope_embedding.py

* Fixes

* Update _utils.py

* Update import_fixes.py

* Update rl_replacements.py

* fix_openenv_no_vllm

* Fix

* Update __init__.py

* Update __init__.py

* Update __init__.py

* Update import_fixes.py

* Update import_fixes.py

* Update import_fixes.py

* logger

* Update __init__.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Update __init__.py

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Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
 2025-12-12 05:53:08 -08:00
Scott Roy
6451e5cae5 Update torchao save (#3679) 
* Update torchao save

* up

* up

* up

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 2025-12-12 04:07:02 -08:00
Dan Saunders
e21640e905 Mistral packing, train on completions only, simplifications (#3709) 
* pipe kwargs through mistral model

* simplify / bugfix

* bugfix for train_on_completions_only

* wire up is_unsupported_model

* nits, edge cases
 2025-12-10 23:15:59 -08:00
Lei Zhenyuan
21d34d8228 [intel] skip xpu fbgemm fp8 (#3625) 
* skip xpu fbgemm fp8

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 2025-12-10 21:13:29 -08:00
Michael Han
2f51d6b457 Padding free packing update 2025-12-10 21:12:13 -08:00
Michael Han
2412f78bd2 Adding new padding free packing support 2025-12-10 21:10:19 -08:00
Dan Saunders
85852fd902 update TRL filter (#3707) 
* update TRL filter

* both filters

* Apply suggestion from @danielhanchen

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
 2025-12-10 07:49:52 -08:00
Daniel Han
427656d891 Gemma issue 2025-12-10 06:25:49 -08:00
Daniel Han
2ecf368b53 Update _utils.py 2025-12-10 06:11:14 -08:00
Daniel Han
1e08afbca1 Update trainer.py 2025-12-10 06:11:03 -08:00
Daniel Han
9a1772b570 Nightly (#3706) 
* Update _utils.py

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 2025-12-10 04:13:13 -08:00
Daniel Han
9ac14e4a33 Update import_fixes.py 2025-12-10 04:05:14 -08:00
Daniel Han
b586930726 Update _utils.py 2025-12-10 03:48:01 -08:00
Datta Nimmaturi
b0b154fbca [FIX] fbgemm version check (#3704) 
* fbgemm version check

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* safer version check

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* Add check for torchvision-torch compatibility

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* refactor package check logic

* Remove logs and enforce torch

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 2025-12-10 03:46:30 -08:00
Dan Saunders
89b042f23b Auto-enable padding-free SFT (#3672) 
* implement (sdpa, xformers, fa2) sample packing

* attention dispatching

* ddp working OOTB with CLI

* packed SWA and softcap support

* enable batch flattening

* LGPL license headers

* mask packed sequence boundaries

* auto-enable sample packing

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* Add explicit toggle for sample packing

* Add explicit toggle for sample packing

* Update __init__.py

* Update unsloth/kernels/rope_embedding.py

* Update unsloth/kernels/rope_embedding.py

* remove grad output clones; restore deleted FastLanguageModel arg

* fix

* restore rope embedding clones

* xformers mask cache

* implement (sdpa, xformers, fa2) sample packing

* attention dispatching

* ddp working OOTB with CLI

* packed SWA and softcap support

* enable batch flattening

* LGPL license headers

* mask packed sequence boundaries

* auto-enable sample packing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Add explicit toggle for sample packing

* Add explicit toggle for sample packing

* Update __init__.py

* Update unsloth/kernels/rope_embedding.py

* Update unsloth/kernels/rope_embedding.py

* remove grad output clones; restore deleted FastLanguageModel arg

* fix

* restore rope embedding clones

* xformers mask cache

* add back accidental deletion

* Update unsloth/kernels/rope_embedding.py

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

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* fix merge conflicts

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* Add **kwargs

* add back clobbered

* Update rope_embedding.py

* Update rope_embedding.py

* simplify trl warnings filter

* docstring

* nit

* bugfix

* add padding-free seqlen metadata

* auto-enable padding free

* gemma2 disable

* Apply suggestion from @danielhanchen

* Update trainer.py

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* Update trainer.py

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 2025-12-10 03:07:29 -08:00
Dan Saunders
538d2c0719 SFT sample packing (#3566) 
* implement (sdpa, xformers, fa2) sample packing

* attention dispatching

* ddp working OOTB with CLI

* packed SWA and softcap support

* enable batch flattening

* LGPL license headers

* mask packed sequence boundaries

* auto-enable sample packing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Add explicit toggle for sample packing

* Add explicit toggle for sample packing

* Update __init__.py

* Update unsloth/kernels/rope_embedding.py

* Update unsloth/kernels/rope_embedding.py

* remove grad output clones; restore deleted FastLanguageModel arg

* fix

* restore rope embedding clones

* xformers mask cache

* implement (sdpa, xformers, fa2) sample packing

* attention dispatching

* ddp working OOTB with CLI

* packed SWA and softcap support

* enable batch flattening

* LGPL license headers

* mask packed sequence boundaries

* auto-enable sample packing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Add explicit toggle for sample packing

* Add explicit toggle for sample packing

* Update __init__.py

* Update unsloth/kernels/rope_embedding.py

* Update unsloth/kernels/rope_embedding.py

* remove grad output clones; restore deleted FastLanguageModel arg

* fix

* restore rope embedding clones

* xformers mask cache

* add back accidental deletion

* Update unsloth/kernels/rope_embedding.py

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

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* fix merge conflicts

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Add **kwargs

* add back clobbered

* Update rope_embedding.py

* Update rope_embedding.py

* simplify trl warnings filter

* docstring

* nit

* bugfix

* Apply suggestion from @danielhanchen

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Update unsloth/trainer.py

* Update unsloth/trainer.py

* Update unsloth/trainer.py

* Update unsloth/trainer.py

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 2025-12-09 17:36:45 -08:00
Daniel Han
1b70a5f15e Update _utils.py (#3698) 2025-12-09 03:31:20 -08:00
Datta Nimmaturi
c8c8f168bb [Fix] [TRL] load_lora for multi line llm.chat/generate (#3696) 
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* Remove reload_weights rpc call from grpo trainer

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* Use regex instead of static string

* patch openenv reload_weights call

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* Better handle sleep and wakeup

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* Reset indentation

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* Use logger

* re-indent

* Stricter regex to replace wildcard

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 2025-12-09 03:30:23 -08:00
Datta Nimmaturi
b414e43b74 Remove reload_weights rpc call from grpo trainer (#3673) 
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* Remove reload_weights rpc call from grpo trainer

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* Use regex instead of static string

* patch openenv reload_weights call

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* Better handle sleep and wakeup

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* Reset indentation

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Co-authored-by: Daniel Han <danielhanchen@gmail.com>
 2025-12-08 23:36:22 -08:00
pre-commit-ci[bot]
cde46b2054 [pre-commit.ci] pre-commit autoupdate (#3694) 
updates:
- [github.com/astral-sh/ruff-pre-commit: v0.14.7 → v0.14.8](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.7...v0.14.8)

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 2025-12-08 19:44:56 -08:00
Daniel Han
609357d8aa Versioning 2025-12-08 04:19:10 -08:00
Daniel Han
28c058d1b8 Update pyproject.toml 2025-12-08 04:13:45 -08:00
Daniel Han
8447c6d9bc Versioning 2025-12-08 04:06:01 -08:00
Noah Kirschmann
8618876411 Update transformers version constraint in pyproject.toml (#3689) 
* Update transformers version constraint in pyproject.toml

The latest transformers version just fixes the local training.

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* Update transformers version constraint in pyproject.toml

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 2025-12-08 03:27:18 -08:00
Daniel Han
16ea28daad Add **kwargs 2025-12-08 03:24:51 -08:00
Daniel Han
c8d0134b7d Update rl.py 2025-12-08 02:23:43 -08:00
Daniel Han
e0b36af542 Update vision.py 2025-12-07 23:09:13 -08:00
Daniel Han
f687d7afc2 Update _utils.py 2025-12-07 16:52:59 -08:00
Daniel Han
66e07ede3b Xformers fix 2025-12-07 16:40:51 -08:00
Michael Han
907264d077 Update README.md 2025-12-04 08:21:20 -08:00
Daniel Han
6db8cee887 Update README.md 2025-12-02 04:08:54 -08:00
Daniel Han
4f30c9104f Update README.md 2025-12-02 03:52:50 -08:00
pre-commit-ci[bot]
24adac2296 [pre-commit.ci] pre-commit autoupdate (#3666) 
updates:
- [github.com/astral-sh/ruff-pre-commit: v0.14.6 → v0.14.7](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.6...v0.14.7)

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 2025-12-01 17:45:13 -08:00
Daniel Han
53e6bd1568 Update _utils.py 2025-12-01 08:01:05 -08:00
Daniel Han
d33a5b909c Update rl.py 2025-12-01 08:00:08 -08:00
Daniel Han
a00ec814e5 Revert "[pre-commit.ci] auto fixes from pre-commit.com hooks" 
This reverts commit 3beade641d.
 2025-12-01 07:24:58 -08:00
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3beade641d [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2025-12-01 15:24:34 +00:00
Daniel Han
0613fafefe Revert "[pre-commit.ci] auto fixes from pre-commit.com hooks" 
This reverts commit 727da805d9.
 2025-12-01 07:24:21 -08:00
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727da805d9 [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2025-12-01 15:23:44 +00:00
Daniel Han
1bf2af5165 Revert "[pre-commit.ci] auto fixes from pre-commit.com hooks" 
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 2025-12-01 07:23:31 -08:00
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 2025-12-01 15:20:22 +00:00
Daniel Han
9ab2d23233 Update unsloth/models/rl.py 
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 2025-12-01 07:20:00 -08:00