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3,099 commits

Author SHA1 Message Date
Daniel Han
d0ce5299a3 Update FUNDING.yml 2025-12-28 19:57:24 -08:00
Michael Han
b314dca22d Update README for new unsloth.ai/docs.md 2025-12-27 00:49:19 -08:00
Fizza Mukhtar
181b76420e Clarify NotImplementedError for fast_inference with full_finetuning (#3768)
* Improve error message for fast_inference and full_finetuning

* Refine error message string formatting

* Update unsloth/models/vision.py

---------

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2025-12-25 18:46:13 -08:00
Strahinja Stamenkovic
08f1716a70 Add missing import of inspect (#3778)
* Add missing import of inspect

* Update device_type.py
2025-12-25 18:43:59 -08:00
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)
* Update _utils.py

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

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* Update rope_embedding.py

* Fixes

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* fix_openenv_no_vllm

* Fix

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* Update save.py

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* Update loader.py

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

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* Update rope_embedding.py

* Fixes

* Update _utils.py

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* Update rl_replacements.py

* fix_openenv_no_vllm

* Fix

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* Update loader.py

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* Update _utils.py

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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

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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)
* 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
0f5bf8833c Nightly (#3737)
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* [FIX] [Transformers] VLM input embeds fix for gradients (#3715)

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

* Fixes

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* fix_openenv_no_vllm

* Fix

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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)
* Update _utils.py

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

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* Update rope_embedding.py

* Fixes

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* fix_openenv_no_vllm

* Fix

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

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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

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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)
* 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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* 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

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* Add explicit toggle for sample packing

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* 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

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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

* add back accidental deletion

* Update unsloth/kernels/rope_embedding.py

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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

* add padding-free seqlen metadata

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* gemma2 disable

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

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* Remove reload_weights rpc call from grpo trainer

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* 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)
* [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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* Use regex instead of static string

* patch openenv reload_weights call

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

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* Better handle sleep and wakeup

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

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* Reset indentation

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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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2025-12-08 03:27:18 -08:00