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Author SHA1 Message Date
Roland Tannous
8c3c76defc Add TorchAO quantization tests with FP16 models and serialization workarounds (#3269) 
* Add TorchAO quantization tests with FP16 models and serialization workarounds

* remove unrelated files

* cleaned submission
 2025-09-04 17:22:07 -07:00
Roland Tannous
cd482b7e0c fixed save_pretrained_torchao and associated tests (#3264) 2025-09-03 20:24:12 -07:00
Jerry Zhang
43d1f1fc2d Support saving locally in model.save_pretrained_torchao (#3263) 
Summary:
Previously the test was not ran correctly and the save to local path is not tested
this PR added support for that and tries to test properly

Note: `python tests/saving/test_unsloth_save.py` doesn't run test

Test Plan:
pytest tests/saving/test_unsloth_save.py -k test_save_torchao

Reviewers:

Subscribers:

Tasks:

Tags:
 2025-09-03 17:51:33 -07:00
Roland Tannous
3ee93ccd43 tests for mxfp4 and quantized models merge fix unsloth zoo pr 254 (#3223) 2025-08-29 01:30:48 -07:00
Jerry Zhang
034b637176 Support model.save_pretrained_torchao (#3111) 
Summary:
Allow users merge the LoRA weights and then do a post training quantization with torchao

Usage:

```
from torchao.quantization import Int8DynamicActivationInt8WeightConfig
torchao_config = Int8DynamicActivationInt8WeightConfig()
model.save_pretrained_torchao(
    save_path,
    tokenizer=tokenizer,
    torchao_config=torchao_config,
)
```

Test Plan:
python tests/saving/test_unsloth_save.py

Reviewers:

Subscribers:

Tasks:

Tags:
 2025-08-26 04:53:39 -07:00
Daniel Han
b707fd78c4 Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990) 
This reverts commit 6631007493.
 2025-07-17 15:37:23 -07:00
leopardracer
8a192b7d72 Fix Typos in Documentation and Comments (#2721) 
* Update ocr_eval.md

* Update backward.py
 2025-06-17 04:34:51 -07:00
Roland Tannous
d0287bc596 tests for additional merge fix unsloth zoo pr 163 (#2719) 
* tests for additional merge fix unsloth zoo pr 163

* fixed load_dataset indent in mistral perplexity test file
 2025-06-11 14:08:41 -07:00
Roland Tannous
7677750b67 reroute merge logic language models + comprehensive tests + eval kits (#2673) 2025-06-02 20:32:57 -07:00
omahs
568a806fc8 Fix typos (#2540) 2025-05-15 04:23:27 -07:00
Daniel Han
ad9976450d Qwen 3, Bug Fixes (#2445) 
* bug fix #2008 (#2039)

* fix (#2051)

* Update loader.py

* Update pyproject.toml

* Update pyproject.toml

* Update vision.py

* more prints

* Update loader.py

* LoRA 16bit fix

* Update vision.py

* Update vision.py

* Update _utils.py

* Update vision.py

* move forced float32

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* move print

* Update _utils.py

* disable bfloat16

* Fix forced float32

* move float32

* Ensure trust_remote_code propegates down to unsloth_compile_transformers (#2075)

* Update _utils.py

* Show both `peft_error` and `autoconfig_error`, not just `autoconfig_error` (#2080)

When loading a PEFT model fails, only the `autoconfig_error` is shown. Instead of the `peft_error`, which is what really matters when we're trying to load a PEFT adapter, the user will see something like this:

```
RuntimeError: Unrecognized model in my_model. Should have a `model_type` key in its config.json, or contain one of the following strings in its name: albert, align, altclip, ...
```

This PR just changes it so `autoconfig_error` and `peft_error` are both displayed.

* fix error message (#2046)

* Update vision.py

* Update _utils.py

* Update pyproject.toml

* Update __init__.py

* Update __init__.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl_replacements.py

* Update vision.py

* Update rl_replacements.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Remove double generate patch

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update mapper.py

* Update vision.py

* fix: config.torch_dtype in LlamaModel_fast_forward_inference (#2091)

* fix: config.torch_dtype in LlamaModel_fast_forward_inference

* Update llama.py

* update for consistency

---------

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

* versioning

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* model_type_arch

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update loader.py

* check

* Update _utils.py

* Update loader.py

* Update loader.py

* Remove prints

* Update README.md

typo

* Update _utils.py

* Update _utils.py

* versioning

* Update _utils.py

* Update _utils.py

* Update _utils.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

* 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

* Update vision.py

* HF Transfer

* fix(utils): add missing importlib import to fix NameError (#2134)

This commit fixes a NameError that occurs when `importlib` is referenced in _utils.py
without being imported, especially when UNSLOTH_USE_MODELSCOPE=1 is enabled.
By adding the missing import statement, the code will no longer throw a NameError.

* Add QLoRA Train and Merge16bit Test (#2130)

* add reference and unsloth lora merging tests

* add test / dataset printing to test scripts

* allow running tests from repo root

* add qlora test readme

* more readme edits

* ruff formatting

* additional readme comments

* forgot to add actual tests

* add apache license

* Update pyproject.toml

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update loader.py

* Update loader.py

* Revert

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Bug fix

* Update mapper.py

* check SDPA for Mistral 3, Pixtral

* Update vision.py

* Versioning

* Update rl_replacements.py

* Update README.md

* add model registry

* move hf hub utils to unsloth/utils

* refactor global model info dicts to dataclasses

* fix dataclass init

* fix llama registration

* remove deprecated key function

* start registry reog

* add llama vision

* quant types -> Enum

* remap literal quant types to QuantType Enum

* add llama model registration

* fix quant tag mapping

* add qwen2.5 models to registry

* add option to include original model in registry

* handle quant types per model size

* separate registration of base and instruct llama3.2

* add QwenQVQ to registry

* add gemma3 to registry

* add phi

* add deepseek v3

* add deepseek r1 base

* add deepseek r1 zero

* add deepseek distill llama

* add deepseek distill models

* remove redundant code when constructing model names

* add mistral small to registry

* rename model registration methods

* rename deepseek registration methods

* refactor naming for mistral and phi

* add global register models

* refactor model registration tests for new registry apis

* add model search method

* remove deprecated registration api

* add quant type test

* add registry readme

* make llama registration more specific

* clear registry when executing individual model registration file

* more registry readme updates

* Update _auto_install.py

* Llama4

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Synthetic data

* Update mapper.py

* Xet and Synthetic

* Update synthetic.py

* Update loader.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update synthetic.py

* Update pyproject.toml

* Delete .gitignore

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com>
Co-authored-by: Xander Hawthorne <167850078+CuppaXanax@users.noreply.github.com>
Co-authored-by: Isaac Breen <isaac.breen@icloud.com>
Co-authored-by: lurf21 <93976703+lurf21@users.noreply.github.com>
Co-authored-by: Jack Shi Wei Lun <87535974+jackswl@users.noreply.github.com>
Co-authored-by: naliazheli <nalia0316@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
 2025-04-30 22:38:39 -07:00
Erland366
fd3e431bd6 feat: Add validation for 4bit save method and implement corresponding error handling 2025-04-19 20:36:30 +00:00
Daniel Han
84c2871a22 Fix Transformers 4.45 (#2151) 
* Update pyproject.toml

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Batch samples

* Update loader.py

* Update loader.py

* Update loader.py

* Update loader.py

* Update _utils.py

* Update loader.py

* Update vision.py

* Update loader.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update mapper.py

* Update vision.py

* Temporary patches

* Update loader.py

* model names

* Gemma 3 chat template

* Bug fixes

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update llama.py

* Update llama.py

* Update rl.py

* Update chat_templates.py

* Update chat_templates.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update loader.py

* Update vision.py

* Update vision.py

* Revert

* Update _utils.py

* forced precision

* Autocast

* Update vision.py

* Update vision.py

* Update rl.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl.py

* vLLM fixes

* constexpr

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl.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 _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update save.py

* New models

* Triton windows update (#1976)

* Update pyproject.toml

* Update README.md

* Update RMS LayerNorm implementation, and list compr. change in chat templates (#1974)

* Update RMS LayerNorm implementation with optimizations and testing suite

* perf: optimize list comprehension in get_ollama_eos_tokens

* Update Zoo

* Update llama.py

* Update llama.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl_replacements.py

* Update vision.py

* grpo fix

* Update rl_replacements.py

* Update vision.py

* Update rl_replacements.py

* Update vision.py

* Update mapper.py

* Update vision.py

* Update vision.py

* Update loader.py

* Update vision.py

* Update save.py

* Update save.py

* Update save.py

* Update rl.py

* Update _utils.py

* Version

* Update pyproject.toml

* Update llama.py

* Update llama.py

* bug fix #2008 (#2039)

* fix (#2051)

* Update loader.py

* Update pyproject.toml

* Update pyproject.toml

* Update vision.py

* more prints

* Update loader.py

* LoRA 16bit fix

* Update vision.py

* Update vision.py

* Update _utils.py

* Update vision.py

* move forced float32

* Update _utils.py

* Update _utils.py

* Update _utils.py

* Update _utils.py

* move print

* Update _utils.py

* disable bfloat16

* Fix forced float32

* move float32

* Ensure trust_remote_code propegates down to unsloth_compile_transformers (#2075)

* Update _utils.py

* Show both `peft_error` and `autoconfig_error`, not just `autoconfig_error` (#2080)

When loading a PEFT model fails, only the `autoconfig_error` is shown. Instead of the `peft_error`, which is what really matters when we're trying to load a PEFT adapter, the user will see something like this:

```
RuntimeError: Unrecognized model in my_model. Should have a `model_type` key in its config.json, or contain one of the following strings in its name: albert, align, altclip, ...
```

This PR just changes it so `autoconfig_error` and `peft_error` are both displayed.

* fix error message (#2046)

* Update vision.py

* Update _utils.py

* Update pyproject.toml

* Update __init__.py

* Update __init__.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update rl_replacements.py

* Update vision.py

* Update rl_replacements.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Remove double generate patch

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update mapper.py

* Update vision.py

* fix: config.torch_dtype in LlamaModel_fast_forward_inference (#2091)

* fix: config.torch_dtype in LlamaModel_fast_forward_inference

* Update llama.py

* update for consistency

---------

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

* versioning

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* model_type_arch

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update vision.py

* Update loader.py

* check

* Update _utils.py

* Update loader.py

* Update loader.py

* Remove prints

* Update _utils.py

* Update _utils.py

* versioning

* Update _utils.py

* Update _utils.py

* Update _utils.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

* 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

* Update vision.py

* HF Transfer

* fix(utils): add missing importlib import to fix NameError (#2134)

This commit fixes a NameError that occurs when `importlib` is referenced in _utils.py
without being imported, especially when UNSLOTH_USE_MODELSCOPE=1 is enabled.
By adding the missing import statement, the code will no longer throw a NameError.

* Add QLoRA Train and Merge16bit Test (#2130)

* add reference and unsloth lora merging tests

* add test / dataset printing to test scripts

* allow running tests from repo root

* add qlora test readme

* more readme edits

* ruff formatting

* additional readme comments

* forgot to add actual tests

* add apache license

* Update pyproject.toml

---------

Co-authored-by: Akshay Behl <126911424+Captain-T2004@users.noreply.github.com>
Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com>
Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com>
Co-authored-by: Xander Hawthorne <167850078+CuppaXanax@users.noreply.github.com>
Co-authored-by: Isaac Breen <isaac.breen@icloud.com>
Co-authored-by: lurf21 <93976703+lurf21@users.noreply.github.com>
Co-authored-by: naliazheli <nalia0316@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
 2025-03-21 17:55:12 -07:00