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pre-commit-ci[bot]
c8784ec87e [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2025-12-24 01:34:21 +05:30
numb3r33
ab81842f78 Fix indentation handling in grpo_trainer return statement replacement 
Use regex to dynamically detect and preserve the original indentation
when replacing the 'return output' statement, instead of hardcoding
spaces. This ensures the patched code maintains consistent indentation
regardless of the original formatting.
 2025-12-24 01:34:21 +05:30
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numb3r33
8b5130ae2d Remove the comment. 2025-12-24 01:34:21 +05:30
abhishek.sharma
74eaf52600 Fix model training state restoration in GRPO trainer 
Store the model's training state before generation and restore inference
mode after completion if the model wasn't originally in training mode.
This ensures the model returns to the correct state after generate and
score operations.
 2025-12-24 01:34:21 +05:30
Daniel Han
06daf28c8b llama.cpp fixes 2025-12-23 05:50:26 -08:00
Daniel Han
0e355c2d37 Update rl.py 2025-12-23 05:42:58 -08:00
Daniel Han
3407c78804 Update rl.py 2025-12-23 05:35:06 -08:00
Daniel Han
65f3b4b38e
 		Nightly (#3767) 
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* Update rope_embedding.py

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 2025-12-23 04:52:29 -08:00
Daniel Han
886ec49d7f Update save.py 2025-12-23 00:55:06 -08:00
pre-commit-ci[bot]
2fe8825fe8
 		[pre-commit.ci] pre-commit autoupdate (#3760) 
updates:
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 2025-12-22 23:12:00 -08:00
Daniel Han
2eb6b0d5f3 Update loader.py 2025-12-19 19:37:49 -08:00
Daniel Han
20adb4465a
 		Nightly (#3753) 
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* Update rope_embedding.py

* Fixes

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* Update rl_replacements.py

* fix_openenv_no_vllm

* Fix

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* login on token

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* cleanup old code

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* correct return types

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* Do not overwrite slots (#3752)

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 2025-12-19 19:35:41 -08:00
Daniel Han
eceba83dab Update _utils.py 2025-12-19 19:24:49 -08:00
Strahinja Stamenkovic
191a9511f4
 		Enable 4-bit quantization on AMD Radeon GPUs (#3748) 
* Enable 4-bit quant on Radeon

* Fix table centering

* Update comments for clarity

* Handle failure to import Bitsandbytes

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 2025-12-19 19:22:56 -08:00
Dan Saunders
10137f1ba3
 		Fix VLM DDP checkpointing (#3751) 2025-12-19 19:09:16 -08:00
Daniel Han
d5b61a6bc6 FunctionGemma 2025-12-18 09:27:46 -08:00
DoubleMathew
27185ebc4d
 		Fix Deepseek OCR Lora Model Load (#3738) 
* fix deepseek ocr lora_model load: trust_remote_code option

check for import error in autoconfig/peftconfig from_pretrained error

handle import

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 2025-12-18 04:09:17 -08:00
Daniel Han
8ea81297cb
 		Nightly (#3737) 
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* [FIX] [Transformers] VLM input embeds fix for gradients (#3715)

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* cleanup old patch

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* Update rope_embedding.py

* Fixes

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* fix_openenv_no_vllm

* Fix

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* Update loader.py

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 2025-12-17 03:31:48 -08:00
Daniel Han
f6fe157a4d
 		Update FUNDING.yml (#3736) 2025-12-16 21:36:25 -08:00
Daniel Han
cefdd0f159
 		Bug fixes (#3734) 
* Update _utils.py

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

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* Update rope_embedding.py

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* fix_openenv_no_vllm

* Fix

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 2025-12-16 20:52:57 -08:00
Daniel Han
9645beb7e1 Update import_fixes.py 2025-12-16 16:58:03 -08:00
Daniel Han
c5693c1597 Update import_fixes.py 2025-12-16 16:57:38 -08:00
Daniel Han
0a65258dc9 Update import_fixes.py 2025-12-16 15:46:27 -08:00
Daniel Han
b2143c6b61 Update rl.py 2025-12-15 22:43:16 -08:00
pre-commit-ci[bot]
1f0453eea6
 		[pre-commit.ci] pre-commit autoupdate (#3731) 
updates:
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 2025-12-15 17:54:15 -08:00
Michael Han
71d1adb13e
 		Update README.md 2025-12-13 16:44:44 -08:00
Daniel Han
8490f6efc4
 		Nightly (#3720) 
* Update _utils.py

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

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* 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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* Update rope_embedding.py

* Fixes

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* Update rl_replacements.py

* fix_openenv_no_vllm

* Fix

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 2025-12-12 05:53:08 -08:00
Scott Roy
6a3b5a22b3
 		Update torchao save (#3679) 
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* up

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 2025-12-12 04:07:02 -08:00
Dan Saunders
345f5a5eb4
 		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
e2f66beb48
 		[intel] skip xpu fbgemm fp8 (#3625) 
* skip xpu fbgemm fp8

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 2025-12-10 21:13:29 -08:00
Michael Han
947eda3ad6
 		Padding free packing update 2025-12-10 21:12:13 -08:00
Michael Han
173be4ff77
 		Adding new padding free packing support 2025-12-10 21:10:19 -08:00
Dan Saunders
aa063de198
 		update TRL filter (#3707) 
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 2025-12-10 07:49:52 -08:00
Daniel Han
1f17f4a984 Gemma issue 2025-12-10 06:25:49 -08:00
Daniel Han
2163100aaa Update _utils.py 2025-12-10 06:11:14 -08:00
Daniel Han
7840005526 Update trainer.py 2025-12-10 06:11:03 -08:00
Daniel Han
335f9cc095
 		Nightly (#3706) 
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 2025-12-10 04:13:13 -08:00
Daniel Han
ff78e784fe Update import_fixes.py 2025-12-10 04:05:14 -08:00
Daniel Han
d7480d310d Update _utils.py 2025-12-10 03:48:01 -08:00
Datta Nimmaturi
3f92868da4
 		[FIX] fbgemm version check (#3704) 
* fbgemm version check

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* Remove logs and enforce torch

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
 2025-12-10 03:46:30 -08:00
Dan Saunders
35606da943
 		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

* [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

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

* fix merge conflicts

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

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

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

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

* 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

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

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

* Update trainer.py

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

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---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
 2025-12-10 03:07:29 -08:00
Dan Saunders
50325e0be7
 		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

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

* fix merge conflicts

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

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

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

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

* 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

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

* Update unsloth/trainer.py

* Update unsloth/trainer.py

* Update unsloth/trainer.py

* Update unsloth/trainer.py

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
 2025-12-09 17:36:45 -08:00
Daniel Han
984bed300f
 		Update _utils.py (#3698) 2025-12-09 03:31:20 -08:00
Datta Nimmaturi
d85e359c45
 		[Fix] [TRL] load_lora for multi line llm.chat/generate (#3696) 
* [pre-commit.ci] auto fixes from pre-commit.com hooks

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

* Remove reload_weights rpc call from grpo trainer

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

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

* Use regex instead of static string

* patch openenv reload_weights call

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

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

* Better handle sleep and wakeup

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

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

* Reset indentation

* Handle multi line self.llm.chat better

* Use logger

* re-indent

* Stricter regex to replace wildcard

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
 2025-12-09 03:30:23 -08:00
Datta Nimmaturi
6324476a76
 		Remove reload_weights rpc call from grpo trainer (#3673) 
* [pre-commit.ci] auto fixes from pre-commit.com hooks

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

* Remove reload_weights rpc call from grpo trainer

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

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

* Use regex instead of static string

* patch openenv reload_weights call

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

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

* Better handle sleep and wakeup

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

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

* Reset indentation

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
 2025-12-08 23:36:22 -08:00
pre-commit-ci[bot]
bf88591be0
 		[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)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
 2025-12-08 19:44:56 -08:00
Daniel Han
521e20127d Versioning 2025-12-08 04:19:10 -08:00
Daniel Han
b5fd87be65 Update pyproject.toml 2025-12-08 04:13:45 -08:00
Daniel Han
c6934a820f Versioning 2025-12-08 04:06:01 -08:00