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pre-commit-ci[bot]
e7d04737dd [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2025-12-23 20:06:37 +00:00
numb3r33
880fc3d175 Refactor return statement replacement to use explicit newlines 
Replace f-string triple-quoted approach with explicit newline characters
for clearer string construction in the grpo_trainer patch.
 2025-12-24 01:34:21 +05:30
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numb3r33
89f2d3a28b 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
bef0371cc6 Remove the comment. 2025-12-24 01:34:21 +05:30
abhishek.sharma
a94391d966 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
d7e3adf889 llama.cpp fixes 2025-12-23 05:50:26 -08:00
Daniel Han
7d9e691146 Update rl.py 2025-12-23 05:42:58 -08:00
Daniel Han
6d50004da2 Update rl.py 2025-12-23 05:35:06 -08:00
Daniel Han
c82685305b Nightly (#3767) 
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 2025-12-23 04:52:29 -08:00
Daniel Han
61a281e9a1 Update save.py 2025-12-23 00:55:06 -08:00
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b36abd2912 [pre-commit.ci] pre-commit autoupdate (#3760) 
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 2025-12-22 23:12:00 -08:00
Daniel Han
6bc5bb7404 Update loader.py 2025-12-19 19:37:49 -08:00
Daniel Han
cc519c332a Nightly (#3753) 
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* Update rope_embedding.py

* Fixes

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* fix_openenv_no_vllm

* Fix

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* login on token

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* cleanup old code

* safer imports

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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
2fdf84096c Update _utils.py 2025-12-19 19:24:49 -08:00
Strahinja Stamenkovic
a73853ed9b 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
21db1bec93 Fix VLM DDP checkpointing (#3751) 2025-12-19 19:09:16 -08:00
Daniel Han
4f7651c11c FunctionGemma December-2025 2025-12-18 09:27:46 -08:00
DoubleMathew
ac0835d49f Fix Deepseek OCR Lora Model Load (#3738) 
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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
0f5bf8833c Nightly (#3737) 
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* Update rope_embedding.py

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 2025-12-17 03:31:48 -08:00
Daniel Han
935b133606 Update FUNDING.yml (#3736) 2025-12-16 21:36:25 -08:00
Daniel Han
96b49b91b5 Bug fixes (#3734) 
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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) 
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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) 
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* Update rope_embedding.py

* Fixes

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 2025-12-12 05:53:08 -08:00
Scott Roy
6451e5cae5 Update torchao save (#3679) 
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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) 
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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) 
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 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) 
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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) 
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* refactor package check logic

* 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
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

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

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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

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* 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

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* Update trainer.py

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

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---------

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

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

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* Remove reload_weights rpc call from grpo trainer

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

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* [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>
 2025-12-09 03:30:23 -08:00
Datta Nimmaturi
b414e43b74 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

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* 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]
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)

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
609357d8aa Versioning 2025-12-08 04:19:10 -08:00