kiankyars
ad5972492d
Fix raw text paragraph break normalization ( #4884 )
...
* Fix raw text paragraph break normalization
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Normalize horizontal whitespace before stripping non-ASCII and collapse leftover doubles
Run the [^\S\n]+ horizontal-whitespace collapse before the non-ASCII strip
so that Unicode whitespace (\u00A0, \u202F, \u2009, \u3000, \v, \f, etc.)
becomes a single ASCII space instead of being deleted outright. The prior
ordering silently merged adjacent words on HTML/PDF/OCR-sourced text:
"hello\u00a0world" used to produce "helloworld" after this PR; it now
produces "hello world".
Also drop \t from the allow-list since the horizontal-whitespace collapse
already normalizes tabs to a single space, and add a targeted [ ]{2,} pass
right after the non-ASCII strip so that a non-whitespace non-ASCII character
sitting between two spaces ("word1 (c) word2") does not leave an interior
double space. Without this extra pass, clean_text was not idempotent on
such inputs: the first call produced "word1 word2" and only the second
call collapsed it to "word1 word2". Fuzz testing over 10000 random inputs
now satisfies the idempotence invariant in every case.
* Add regression tests for Unicode/control whitespace and non-ASCII edge cases
Cover:
- Unicode horizontal whitespace separators (NBSP, narrow NBSP, thin space,
en/em space, ideographic space, vertical tab, form feed) normalizing to
a single ASCII space instead of being deleted.
- Mixed paragraph + Unicode whitespace realistic input ("Section\u00a01\r\n\r\nBody\ftext\u202Fhere").
- Tab collapsing and space trimming around newlines.
- Non-whitespace non-ASCII characters (copyright, accented letters, emoji)
sitting between spaces: must not leave an interior double space, and
clean_text must be idempotent on these inputs.
- Non-ASCII characters adjacent to a newline: stripping must not leave
stray leading or trailing spaces on the neighbouring line, and must not
swallow an adjacent paragraph break.
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2026-04-09 04:45:43 -07:00
Daniel Han
5f81ac8964
Guard optional vLLM imports when extension is broken ( #4068 )
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* Guard optional vLLM imports when extension is broken
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Remove vLLM import guard tests from PR scope
* Block broken vLLM imports like causal_conv1d
---------
Co-authored-by: Daniel Hanchen <danielhanchen@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-02-15 22:09:29 -08:00
pre-commit-ci[bot]
3620564025
[pre-commit.ci] auto fixes from pre-commit.com hooks
...
for more information, see https://pre-commit.ci
2026-01-08 11:35:21 +00:00
Daniel Han
16a2d901fa
Fix bugs and add improvements to RawTextDataLoader
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- Fix test file: use return_tokenized instead of return_tensors
- Fix test file: use text_dataset instead of undefined dataset variable
- Move parameter validation to constructor (fail fast on invalid params)
- Add labels field in tokenized output for causal LM training
- Add empty file handling with clear error message
- Add tests for constructor validation and labels field
2026-01-08 11:35:00 +00:00
vangmay
96eba88c90
Fix Chunking loop can hang when stride ≥ chunk_size
2025-12-10 10:46:29 +05:30
vangmay
07966659d8
Fix Incorrect non-relative import in dataprep package
2025-12-10 10:17:23 +05:30
vangmay
082da69cc4
remove old function
2025-11-20 21:40:45 +08:00
pre-commit-ci[bot]
3bf8ca7da2
[pre-commit.ci] auto fixes from pre-commit.com hooks
...
for more information, see https://pre-commit.ci
2025-11-20 13:09:08 +00:00
vangmay
f05169e56a
Make the chunk function efficient
2025-11-20 21:08:33 +08:00
pre-commit-ci[bot]
d429363c23
[pre-commit.ci] auto fixes from pre-commit.com hooks
...
for more information, see https://pre-commit.ci
2025-11-20 12:51:18 +00:00
vangmay
171fb12573
Add module to init
2025-11-18 22:44:48 +08:00
vangmay
8d482c2129
Add validation code
2025-11-18 22:02:35 +08:00
vangmay
6014bb4dd2
Add logic to clean and extract text sections
2025-11-18 22:01:36 +08:00
vangmay
ed5820e667
Write chunking logic
2025-11-18 22:00:07 +08:00
vangmay
aecfbe1fff
Add support for multiple files
2025-11-18 21:59:01 +08:00
vangmay
d75fbb5d0a
Add implementation to cli
2025-11-18 21:53:20 +08:00
vangmay
face46d188
Write file and template for raw_text dataprep
2025-11-18 21:46:41 +08:00
Daniel Han
d6bb89ad44
Formatting & bug fixes ( #3563 )
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* 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
* Update mapper.py
* Versioning
* Update loader.py
* Update loader.py
* Update rl.py
* Versioning
* Update _utils.py
* Fix auto_mapping
* Update loader.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update loader.py
* Message
* Update vision.py
* Update loader.py
* Update vision.py
* cache_implementation
* Update vision.py
* Update loader.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update loader.py
* Update vision.py
* Save max_seq_length
* Update _utils.py
* Update rl.py
* Update vision.py
* Update llama.py
* Mistral3 vllm (#3349 )
* [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 4021da634a#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 4021da634a#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
* 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 4021da634a#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
* 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
---------
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
* Add mistral 3 support
---------
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>
* Set padding to 0
* Fix patch
* fixup patch (#3359 )
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
* Update vision.py
* 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
* MXFP4 dequant
* Update loader.py
* Update vision.py
* load_in_16bit
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl.py
* Update vision.py
* offload_embedding
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update rl_replacements.py
* Update loader.py
* Fix padding issue
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* Update vision.py
* New models
* Update llama.py
* Versioning
* Update _utils.py
* Update llama.py
* Update _utils.py
* Update llama.py
* Fix AMD
* Update _utils.py
* Update llama.py
* Update vision.py
* DEVICE_TYPE_TORCH
* Update __init__.py
* Update __init__.py
* Update _utils.py
* Move DEVICE_TYPE
* Update rl_replacements.py
* Update loader.py
* AMD install script
* Move AMD
* Update _amd_install.sh
* Update pyproject.toml
* Update pyproject.toml
* Delete _amd_install.sh
* Update device_type.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update _utils.py
* Update tokenizer_utils.py
* Versioning
* Update pyproject.toml
* Update loader.py
* Update _utils.py
* Update pyproject.toml
* Update pyproject.toml
* Update _utils.py
* Update pyproject.toml
* Update _utils.py
* Update _utils.py
* Update loader.py
* Update _utils.py
* Update _utils.py
* local_files_only
* Cut Cross Entropy
* Update llama.py
* Update vision.py
* Update vision.py
* Update vision.py
* Qwen 3 VL vLLM (#3489 )
* Update __init__.py
* patch_torchao
* torchao_logger
* Update rl_replacements.py
* Fix
* Update rl.py
* Update rl.py
* Update rl.py
* Update rl.py
* Update _utils.py
* Versioning
* fbgemm fp8 block quant support (>=1.4.0) (#3531 )
* fbgemm fp8 block quant support (>=1.4.0)
* Verify for fp8 support before proceeding
* Use unsloth zoo's Version and improve comments
* spacessss
* Update vision.py
* Update vision.py
* Update rl.py
* vllm_sampling_params
* Update rl.py
* Update rl.py
* Update rl.py
* Add `ruff` pre-commit hook and apply it (#3424 )
* Add Ruff pre-commit config and workflow
* Add kwarg spacing enforcement helper
* Apply Ruff formatting
* Update fp8.py
* Revert ruff on some files
* Update
* force-exclude = true
* Datasets issue
* Ruff
* Remove mapper
* Update mapper.py
* Update pyproject.toml
---------
Co-authored-by: Datta Nimmaturi <venkatadattasainimmaturi@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.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>
Co-authored-by: Dan Saunders <danjsaund@gmail.com>
2025-11-07 06:00:22 -08:00
DoubleMathew
a26d0de384
Synthetic Data updates ( #3333 )
2025-09-17 21:43:00 -07:00
Daniel Han
70f790a8e4
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
Daniel Han
b11d9cc935
Encoding UTF-8
2025-08-14 15:24:25 -07:00
Daniel Han
9c6b199716
Update synthetic.py
2025-07-20 00:10:41 -07:00
Daniel Han
27503af0dc
Update synthetic.py
2025-07-19 03:36:53 -07:00
Daniel Han
75f615891a
Update synthetic.py
2025-07-19 03:18:18 -07:00
Daniel Han
6a65ee478c
Update synthetic.py
2025-07-19 03:11:33 -07:00
Daniel Han
36ba3c7c69
Update synthetic.py
2025-07-19 02:54:28 -07:00
Rishabh
3ff04c3d09
Convert torch.bfloat16, torch.float16, etc. to vLLM valid dtypes ( #2811 )
...
* Convert torch.bfloat16, torch.float16, etc. to vLLM valid dtypes
* removed newlines and extra whitespace
2025-06-30 16:39:36 -07:00
Salpingopharyngeus
0012b13573
Ignore None to Subprocess_Commands ( #2680 )
...
Ignores none params when building the subprocess_command for vllm. As none values stop vllm from deploying properly, as --quantize will be passed with none if quantization type isn't specified in the model name.
2025-06-05 01:25:12 -07:00
Daniel Han
0bbf131238
Update synthetic.py
2025-05-14 04:05:23 -07:00
Daniel Han
f971fce721
Update synthetic.py
2025-05-14 03:54:46 -07:00
Daniel Han
17d8517144
Update synthetic.py
2025-05-14 03:49:27 -07:00
Daniel Han
b47bbd3f55
Update synthetic.py
2025-05-14 03:47:29 -07:00
Daniel Han
e05735db0c
Update synthetic.py
2025-05-14 03:44:15 -07:00
Daniel Han
84779ee11b
Better vllm deletion
2025-05-04 05:03:58 -07:00
Daniel Han
6e2b5a767f
Nightly ( #2448 )
...
* 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
* 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
---------
Co-authored-by: Xander Hawthorne <167850078+CuppaXanax@users.noreply.github.com>
Co-authored-by: Isaac Breen <isaac.breen@icloud.com>
Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.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>
2025-05-01 07:42:08 -07:00
Daniel Han
9a930bb095
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
Daniel Han
a7eb02790e
Update synthetic.py
2025-04-29 23:48:33 -07:00
Daniel Han
f03961da09
Update synthetic.py
2025-04-29 23:47:09 -07:00
Daniel Han
7b97cf2304
Update synthetic.py
2025-04-29 11:43:13 -07:00
Daniel Han
7e6dbd9ccd
Create __init__.py
2025-04-29 11:18:03 -07:00
Daniel Han
8babbeaded
Create synthetic.py
2025-04-29 11:17:10 -07:00
