Daniel Han
7c59a9b63f
Bug fixes ( #3329 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update vision.py
* Update vision.py
* Fix DataParallel
* Update _utils.py
* Update rl.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
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-17 05:06:23 -07:00
Michael Han
1b8269f794
Update README.md
2025-09-16 10:07:02 -07:00
Daniel Han
2248402e8b
Versioning
2025-09-16 08:49:42 -07:00
Daniel Han
94d7806473
Update pyproject.toml
2025-09-16 08:17:21 -07:00
Daniel Han
ecf54e22cf
Update _utils.py
2025-09-16 06:23:19 -07:00
Daniel Han
4cedbf55bb
Update rl.py
2025-09-16 06:20:06 -07:00
pluesclues
96c2ecb648
TRL Updated version of VLM GRPO update along with GSPO ( #3132 )
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* Kept, padding logic
* Made sure prediction step in rl.py allows logging for callbacks in RL trainers
* updated llama.py to new online_dpo changes
* Update rl.py to make logic simpiler
* Update rl.py, made sure tokenized_output on eval step was on same device
* Update rl.py, corrected tokenized_outputs to inputs
* Update rl.py, removed sagemaker stuff
* Update llama.py, figures out if there is right padding automatically
* Update llama.py, changed conditional statement for right padding slightlyt
* Update llama.py, updated OS.environ variable to temp variable
* Update rl.py, made it account for right padding in online dpo and reward modeling
* Update llama.py, automatically figures out if right padding is needed
* Update rl_replacements.py, fixed up passing image data to functions
* Update rl_replacements.py, for VLM GRPO support with TRL
* Update rl_replacements.py, gspo added
* Update rl.py, forgot about Online_DPO changes in this branch
* Update rl.py, forgot to not include Online DPO PR changes
* Update llama.py, forgot to disinclude Online DPO PR changes
* Update rl_replacements.py, updated generate and score completions to be up to date for trl
* Update rl_replacements.py
* Update rl_replacements.py, fixed nan issues with vlms
* Update rl_replacements.py, added indent
* Update rl_replacements.py, added attention mask to calculations of old and ref hidden states
* Update unsloth/models/rl_replacements.py
* Update unsloth/models/rl_replacements.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2025-09-16 05:43:07 -07:00
Datta Nimmaturi
a6176ad4fe
Fast Inference with vLLM for VLMs ( #2975 )
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* [WIP] use vLLM for vision language models
* Update README.md
Editing icon sizes
* Update README.md
Updating icon sizes
* Update README.md (#2885 )
* MoE kernels AGPLv3
* versioning
* Many bug fixes (#2908 )
* 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
* 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 _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
---------
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
* silienty skip falcon h1 import is transformers_version < 4.53.0 (#2912 )
* Dynamically adjust get_per_token_logps function and patch as well (#2911 )
* add intel gpu with vllm support (#2903 )
* [bugs] fix for casual mask (#2868 )
* fix for casual mask
* use un_casual in sdpa
* add missing mask
* fix for type
* Explicitly check if xformers exists for attention (#2889 )
* Update __init__.py
* Update llama.py
* if mlp doesn't exist in layer module check for feed_forward name for falcon h1 (#2913 )
* Move inputs to right devices. (#2919 )
* Move tensors to right devices
* fix multi gpu for non mistral models
* multi GPU RoPE for gemma2
* Finish up multi GPU inference
* Make multiGPU rope a list
* Remove unnecessary transfer to CPU
* Remove unnecessary move to CPU
* Donot move inputs to device yet
will be handled separately in another PR
* Move inputs to appropriate decoder device
* Make device count global variable
* Cleanup RoPE device code
* Fixup num_gpu to device count
* Cleanup device counts
* Use device index for RoPE get_cache
* Donot typecast
* Use tuple instead of list for tensors. Use device index directly
* fixup move to device logic
* WIP VLM vLLM
* Make vLLM patch a function
* Add save and load lora functions
* Make fast_inference setup depend on the flag
* Improve fast inference patching mechanism
* Make vision setting depend on checks in fastbasemodel
* Check LoRA and vLLM intercompatibility for vision models
* Comment pointing to vLLM LoRA check
* Improve lora validation on vLLM
* Error out on no vLLM and increase max lora rank
* Bug fixes (#3017 )
* 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
* 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 _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 204fc46e19#3011 )
* [intel] add for intel path for llama.py (#3012 )
* fix for intel path
* remove unuse code
* Update unsloth/models/llama.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update llama.py
* Fix Gemma 2 (#3024 )
* 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
* 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 _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update loader.py
* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
* Gemma 3N fixes
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Fix setup.py
* setup.py
* Prints
* Update setup.py
* Update setup.py
* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
* Update vision.py
* Update vision.py
* versioning
* Update __init__.py
* Update llama.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update vision.py
* Update vision.py
* compiler stance
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 204fc46e19#3026 )
* Fix torch compile issues (#3028 )
* 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
* 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 _utils.py
* Update pyproject.toml
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update synthetic.py
* Update chat_templates.py
* Seasame force float16 / float32
* Fix Seasame
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* is_multimodal
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* UNSLOTH_DISABLE_STATIC_GENERATION
* Update vision.py
* Auto vision detection
* Sesame
* Whisper
* Update loader.py
* Update loader.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update _utils.py
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* logging
* Update pyproject.toml
* Update rl.py
* versioning
* Update rl.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* logits / temperature
* Update rl_replacements.py
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Debugging only
* Update llama.py
* Update llama.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Generic efficient GRPO
* Update rl_replacements.py
* Update rl_replacements.py
* Remove debugging
* Update rl_replacements.py
* Update rl_replacements.py
* Update vision.py
* Update llama.py
* Update rl_replacements.py
* versioning
* Update _utils.py
* Update vision.py
* Update mapper.py
* Update loader.py
* Update mapper.py
* Update vision.py
* Update loader.py
* Update vision.py
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* Update _utils.py
* Update vision.py
* gradient checkpointing
* Gemma 3N fixes
* Update loader.py
* Versioning
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* Update vision.py
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* Fix setup.py
* setup.py
* Prints
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* Update setup.py
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
* Update pyproject.toml
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* Update pyproject.toml
* Update vision.py
* Update vision.py
* Update pyproject.toml
* Update vision.py
* Update _utils.py
* Update __init__.py
* Update __init__.py
* Small fixes
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* Update vision.py
* versioning
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* Update rl.py
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* Update vision.py
* compiler stance
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* Update pyproject.toml
* Update pyproject.toml
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Update rl_replacements.py
* Revert "Revert "Add Qwen2.5-VL-32B-Instruct mapping to fix quantized model me…" (#2990 )
This reverts commit 204fc46e19#3186 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update _auto_install.py
* Update pyproject.toml
* Update rl.py
* Protobuf issue
* Update pyproject.toml
* Fix extras transformers typo in pyproject.toml
* Update _utils.py
* Bug fixes (#3195 )
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
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* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
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* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
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* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* adallow float32 dtype in FastLanguageModel (#3204 )
* Update loader.py
* Update vision.py
* Suppress message and use unsloth sampling params
* Use trl sampling params for now
* Improve error message
* fixup quantized fast inference model name
---------
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: jeromeku <jerome.ku@gmail.com>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Lei Zhenyuan <zhenyuan.lei@intel.com>
Co-authored-by: parth2510 <parthguptapg7326@gmail.com>
2025-09-16 05:29:08 -07:00
lightsource
3808d801a7
Add support for modules_to_save in FastModel.get_peft_model ( #3317 )
...
* patch modules_to_save
* Update vision.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2025-09-15 22:41:34 -07:00
Daniel Han
4af624557f
Bug fixes ( #3322 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
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* Fix aimv2 issue
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* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
* Update loader.py
* Update loader.py
* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
* Update loader.py
* Update loader.py
* Update loader.py
* Update rl.py
* Update pyproject.toml
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Versioning
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-15 01:55:24 -07:00
Daniel Han
e204e93599
Update README.md
2025-09-15 01:46:07 -07:00
Daniel Han
1d83c5ffe8
Update README.md
2025-09-15 01:43:11 -07:00
Daniel Han
fdbee04f96
Update README.md
2025-09-15 01:42:59 -07:00
Daniel Han
e66427f795
Update README.md
2025-09-15 01:40:28 -07:00
Daniel Han
a40ccf8d33
Update README.md
2025-09-15 01:40:06 -07:00
Daniel Han
fe291a10a9
Update README.md
2025-09-15 01:39:39 -07:00
Daniel Han
b73e9b0b9e
Blackwell support
2025-09-15 01:39:03 -07:00
Michael Han
c7fc68c5e0
Update README.md
2025-09-13 21:45:22 -07:00
Michael Han
dbaff8a0dd
Update README.md
...
Adding new install instructions
2025-09-13 21:30:52 -07:00
Daniel Han
e025ca9013
importlib_version
2025-09-12 03:13:15 -07:00
billishyahao
c07f1ec903
[ROCm] add hip device path ( #3301 )
2025-09-12 02:57:19 -07:00
Daniel Han
f06200db07
Bug fix
2025-09-10 05:14:15 -07:00
Daniel Han
5b5e034805
Update rl.py
2025-09-10 01:39:35 -07:00
Daniel Han
1afedc81ee
Bug fixes ( #3295 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
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* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
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* Fix aimv2 issue
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* Upgrade
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* Update loader.py
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* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
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* Update loader.py
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* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
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* extract_model_type_from_config
* Model types
* Update loader.py
* get_transformers_model_type
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* Update pyproject.toml
* Update loader.py
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-10 01:28:13 -07:00
Daniel Han
def96ca486
Update loader.py
2025-09-09 02:06:07 -07:00
Daniel Han
33c2bd031c
Merge branch 'main' of https://github.com/unslothai/unsloth
2025-09-09 01:22:27 -07:00
DoubleMathew
a5968f30b2
simplify uns inference ( #3291 )
2025-09-08 21:07:02 -07:00
Daniel Han
d64e5710fa
Merge branch 'main' of https://github.com/unslothai/unsloth
2025-09-08 17:15:57 -07:00
Daniel Han
379bc57b7b
Update __init__.py
2025-09-08 17:15:55 -07:00
andrewor14
3541f6e8d0
Add support for QAT full fine-tuning ( #3238 )
...
**Summary:** Following https://github.com/unslothai/unsloth/pull/2976 ,
which adds support for QAT + LoRA, this PR adds support for QAT
during full fine-tuning. See the [torchao QAT README](https://github.com/pytorch/ao/blob/main/torchao/quantization/qat/README.md )
for more details.
Current QAT schemes supported are:
```
fp8-int4, targeting the torch.ops.fbgemm.f8i4bf16_shuffled kernel
fp8-fp8, targeting the torch.ops.fbgemm.f8f8bf16_rowwise kernel
```
**Test Plan:** https://gist.github.com/andrewor14/048b5c1bd01b7fa23c53913856a8ef9f
Full fine-tuning Llama3.1-8B with and without QAT on `yahma/alpaca-cleaned` for 1 epoch:
- Batch size = 16 (no grad accum)
- Learning rate = 4e-5
- Quantization scheme = fp8-int4
Wikitext perplexity:
- QAT improved perplexity by 19.2% compared to regular fine-tuning
- QAT's int4 quantized model even outperformed the bf16 baseline
- Regular int4 quantized model (without QAT) was significantly worse than the bf16 baseline
```
==> unsloth_model_full_baseline_output/eval_float.log <==
| | |none | 0|word_perplexity|↓ |9.8446|± | N/A|
==> unsloth_model_full_baseline_output/eval_quantized.log <==
| | |none | 0|word_perplexity|↓ |11.4595|± | N/A|
==> unsloth_model_full_qat_fp8-int4_output/eval_quantized.log <==
| | |none | 0|word_perplexity|↓ |9.2336|± | N/A|
```
Fibonacci test:
- Both bf16 baseline and int4 quantized models correctly identified 13 as the next number
- QAT quantized model was more succinct in its response
- No substantial differences here
```
### Instruction:
Continue the fibonnaci sequence.
### Input:
1, 1, 2, 3, 5, 8
==> unsloth_model_full_baseline_output/eval_float.log <==
### Response:
The next number in the Fibonacci sequence is 13.<|end_of_text|>
==> unsloth_model_full_baseline_output/eval_quantized.log <==
### Response:
The next number in the Fibonacci sequence is 13.<|end_of_text|>
==> unsloth_model_full_qat_fp8-int4_output/eval_quantized.log <==
### Response:
13<|end_of_text|>
```
2025-09-08 15:07:50 -07:00
DoubleMathew
cf9a00eba8
GptAttention turn training off during inference ( #3289 )
2025-09-08 13:47:32 -07:00
Daniel Han
cb78f0e83d
Versioning
2025-09-08 06:06:04 -07:00
Daniel Han
0b6cee89fe
Update __init__.py
2025-09-08 04:57:04 -07:00
Daniel Han
48f5372be0
Update __init__.py
2025-09-08 02:02:11 -07:00
Roland Tannous
551bc65235
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
DoubleMathew
ff6cbb03d0
llama vision inference fix ( #3270 )
...
* llama vision inference fix
* fix via can_compile_fullgraph instead
2025-09-04 16:06:49 -07:00
Datta Nimmaturi
c19a002a77
Filter executor not sleeping log ( #3268 )
2025-09-04 22:05:42 +05:30
Daniel Han
978f73ed86
Bug fixes ( #3266 )
...
* Fix mamba
* Update loader.py
* Update vision.py
* Update loader.py
* Filter vLLM standby logs (#3131 )
* filter vLLM standby logs
* safeguard standby logger patch
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
* Update unsloth/models/_utils.py
---------
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
* Update loader.py
* Add scaler
* Update llama.py
* Update _utils.py
* Versioning
* GPT OSS fix
* GPT OSS fix
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update llama.py
* Update llama.py
* Update llama.py
* Versioning
* Update mapper.py
* Update vision.py
* Update vision.py
* Update vision.py
* Upcast norms
* Update loader.py
* Update vision.py
* Upcast layernorms
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update llama.py
* Update save.py
* Update rl.py
* Update pyproject.toml
* Update rl.py
* Update rl_replacements.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Update __init__.py
* Torch 2.8
* Update rl_replacements.py
* Update loader.py
* UNSLOTH_ENABLE_CCE
* Fix
* Update loader.py
* Update loader.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Update __init__.py
* Import fixes
* Update loader.py
* Fix aimv2 issue
* Update loader.py
* Update import_fixes.py
* Update import_fixes.py
* Update loader.py
* Update loader.py
* Update loader.py
* Upgrade
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* custom_datatype
* recheck
* Float16
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Bug fix
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* Update loader.py
* torch_dtype
* Update rl.py
* Fix CE Loss
* Versioning
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
2025-09-04 05:17:59 -07:00
DoubleMathew
cd71b1bb96
disable _is_vlm ( #3265 )
2025-09-04 04:52:35 -07:00
Daniel Han
ffcfbe23ad
Update rl.py
2025-09-04 03:25:40 -07:00
Roland Tannous
7ce3e3b2ce
fixed save_pretrained_torchao and associated tests ( #3264 )
2025-09-03 20:24:12 -07:00
Daniel Han
91b2a22548
Update import_fixes.py
2025-09-03 20:17:36 -07:00
Daniel Han
a656a3df6e
Update import_fixes.py
2025-09-03 20:12:42 -07:00
Daniel Han
545f246403
Move logging
2025-09-03 20:07:27 -07:00
Daniel Han
644a2b73ec
Update _utils.py
2025-09-03 20:00:21 -07:00
Daniel Han
a82d31486f
Update pyproject.toml
2025-09-03 19:55:10 -07:00
Daniel Han
9f4458c57e
Update llama.py
2025-09-03 19:11:53 -07:00
Jerry Zhang
5c22f06a9a
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
Daniel Han
10d0f25746
Update save.py
2025-09-03 15:19:02 -07:00
Lei Zhenyuan
5f14e6fcd4
[Intel] make intel device support ROPE ( #3164 )
...
* make intel device pass
* abstract torch device stream
2025-09-03 04:39:57 -07:00
