532a43f828
* 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 * 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 --------- 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>
572 lines
31 KiB
TOML
572 lines
31 KiB
TOML
[build-system]
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requires = ["setuptools", "setuptools-scm"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "unsloth"
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dynamic = ["version"]
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description = "2-5X faster LLM finetuning"
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readme = "README.md"
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requires-python = ">=3.9,<3.13"
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license = "Apache-2.0"
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keywords = ["ai", "llm",]
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authors = [
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{email = "info@unsloth.ai"},
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{name = "Unsloth AI team"},
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]
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maintainers = [
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{name = "Daniel Han", email = "danielhanchen@gmail.com"},
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{name = "Michael Han", email = "info@unsloth.ai"},
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]
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classifiers = [
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"Programming Language :: Python",
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]
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[tool.setuptools.dynamic]
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version = {attr = "unsloth.models._utils.__version__"}
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[tool.setuptools]
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include-package-data = false
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[tool.setuptools.packages.find]
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exclude = ["images*", "tests*", "kernels/moe*"]
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[project.optional-dependencies]
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triton = [
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"triton-windows ; platform_system == 'Windows'",
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]
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huggingface = [
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"unsloth_zoo>=2025.5.6",
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"packaging",
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"tyro",
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"transformers==4.51.3,!=4.47.0",
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"datasets>=3.4.1",
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"sentencepiece>=0.2.0",
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"tqdm",
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"psutil",
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"wheel>=0.42.0",
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"numpy",
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"accelerate>=0.34.1",
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"trl>=0.7.9,!=0.9.0,!=0.9.1,!=0.9.2,!=0.9.3,!=0.15.0,<=0.15.2",
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"peft>=0.7.1,!=0.11.0",
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"protobuf<4.0.0",
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"huggingface_hub",
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"hf_transfer",
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"unsloth[triton]",
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]
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windows=[
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"unsloth[huggingface]",
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"bitsandbytes>=0.45.5 ; platform_system == 'Windows'",
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"xformers>=0.0.22.post7 ; platform_system == 'Windows'",
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]
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cu118only = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.22.post7%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.22.post7%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.22.post7%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu121only = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu118onlytorch211 = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu121onlytorch211 = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu118onlytorch212 = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23.post1%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23.post1%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23.post1%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu121onlytorch212 = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23.post1-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23.post1-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23.post1-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu118onlytorch220 = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.24%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.24%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.24%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu121onlytorch220 = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.24-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.24-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.24-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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]
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cu118onlytorch230 = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp312-cp312-manylinux2014_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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]
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cu121onlytorch230 = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp312-cp312-manylinux2014_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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]
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cu118onlytorch240 = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp312-cp312-manylinux2014_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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]
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cu121onlytorch240 = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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]
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cu124onlytorch240 = [
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
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]
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cu118onlytorch250 = [
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.28.post2-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.28.post2-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.28.post2-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.28.post2-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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]
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cu121onlytorch250 = [
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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]
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cu124onlytorch250 = [
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
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"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
|
|
]
|
|
cu118onlytorch251 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post1-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
]
|
|
cu121onlytorch251 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.29.post1-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.29.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.29.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.29.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
]
|
|
cu124onlytorch251 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
|
|
]
|
|
cu118onlytorch260 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post3-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post3-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post3-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.29.post3-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
]
|
|
cu124onlytorch260 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.29.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
|
|
]
|
|
cu126onlytorch260 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.29.post3-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
|
|
]
|
|
cu126onlytorch270 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu126/xformers-0.0.30-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
|
|
]
|
|
cu128onlytorch270 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp39-cp39-manylinux_2_28_x86_64.whl ; python_version=='3.9' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12' and platform_system == 'Linux'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu128/xformers-0.0.30-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
|
|
]
|
|
cu118 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118only]",
|
|
]
|
|
cu121 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121only]",
|
|
]
|
|
cu118-torch211 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu118onlytorch211]",
|
|
]
|
|
cu121-torch211 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu121onlytorch211]",
|
|
]
|
|
cu118-torch212 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu118onlytorch212]",
|
|
]
|
|
cu121-torch212 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu121onlytorch212]",
|
|
]
|
|
cu118-torch220 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch220]",
|
|
]
|
|
cu121-torch220 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch220]",
|
|
]
|
|
cu118-torch230 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch230]",
|
|
]
|
|
cu121-torch230 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch230]",
|
|
]
|
|
cu118-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch240]",
|
|
]
|
|
cu121-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch240]",
|
|
]
|
|
cu124-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch240]",
|
|
]
|
|
cu118-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch250]",
|
|
]
|
|
cu121-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch250]",
|
|
]
|
|
cu124-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch250]",
|
|
]
|
|
cu118-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch251]",
|
|
]
|
|
cu121-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch251]",
|
|
]
|
|
cu124-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch251]",
|
|
]
|
|
cu118-torch260 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch260]",
|
|
]
|
|
cu124-torch260 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch260]",
|
|
]
|
|
cu126-torch260 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu126onlytorch260]",
|
|
]
|
|
cu126-torch270 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu126onlytorch270]",
|
|
]
|
|
cu128-torch270 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu128onlytorch270]",
|
|
]
|
|
kaggle = [
|
|
"unsloth[huggingface]",
|
|
]
|
|
kaggle-new = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
]
|
|
conda = [
|
|
"unsloth[huggingface]",
|
|
]
|
|
colab-torch211 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu121onlytorch211]",
|
|
]
|
|
colab-ampere-torch211 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu121onlytorch211]",
|
|
"packaging",
|
|
"ninja",
|
|
"flash-attn>=2.6.3",
|
|
]
|
|
colab-torch220 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch220]",
|
|
]
|
|
colab-ampere-torch220 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch220]",
|
|
"packaging",
|
|
"ninja",
|
|
"flash-attn>=2.6.3",
|
|
]
|
|
colab-new = [
|
|
"unsloth_zoo>=2025.5.6",
|
|
"packaging",
|
|
"tyro",
|
|
"transformers==4.51.3,!=4.47.0",
|
|
"datasets>=3.4.1",
|
|
"sentencepiece>=0.2.0",
|
|
"tqdm",
|
|
"psutil",
|
|
"wheel>=0.42.0",
|
|
"numpy",
|
|
"protobuf<4.0.0",
|
|
"huggingface_hub",
|
|
"hf_transfer",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[triton]",
|
|
]
|
|
colab-no-deps = [
|
|
"accelerate>=0.34.1",
|
|
"trl>=0.7.9,!=0.9.0,!=0.9.1,!=0.9.2,!=0.9.3,!=0.15.0,<=0.15.2",
|
|
"peft>=0.7.1",
|
|
"xformers",
|
|
"bitsandbytes>=0.45.5",
|
|
"protobuf<4.0.0",
|
|
]
|
|
colab = [
|
|
"unsloth[cu121]",
|
|
]
|
|
flashattention = [
|
|
"packaging ; platform_system == 'Linux'",
|
|
"ninja ; platform_system == 'Linux'",
|
|
"flash-attn>=2.6.3 ; platform_system == 'Linux'",
|
|
]
|
|
colab-ampere = [
|
|
"unsloth[colab-ampere-torch220]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118only]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121only]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch211 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu118onlytorch211]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere-torch211 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes==0.45.5",
|
|
"unsloth[cu121onlytorch211]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch220 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch220]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere-torch220 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch220]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch230 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch230]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere-torch230 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch230]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch240]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch240]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu124-ampere-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch240]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch250]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch250]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu124-ampere-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch250]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch251]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu121-ampere-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu121onlytorch251]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu124-ampere-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch251]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu118-ampere-torch260 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu118onlytorch260]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu124-ampere-torch260 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu124onlytorch260]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu126-ampere-torch260 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu126onlytorch260]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu126-ampere-torch270 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu126onlytorch270]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu128-ampere-torch270 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.45.5",
|
|
"unsloth[cu128onlytorch270]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
|
|
intel-gpu-torch260 = [
|
|
"unsloth[huggingface]",
|
|
|
|
"pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp39-cp39-linux_x86_64.whl#sha256=147607f190a7d7aa24ba454def5977fbbfec792fdae18e4ed278cfec29b69271 ; platform_system == 'Linux' and python_version == '3.9' and platform_machine == 'x86_64'",
|
|
"pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp310-cp310-linux_x86_64.whl#sha256=23aa423fa1542afc34f67eb3ba8ef20060f6d1b3a4697eaeab22b11c92b30f2b ; platform_system == 'Linux' and python_version == '3.10' and platform_machine == 'x86_64'",
|
|
"pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp311-cp311-linux_x86_64.whl#sha256=bcfa995229bbfd9ffd8d6c8d9f6428d393e876fa6e23ee3c20e3c0d73ca75ca5 ; platform_system == 'Linux' and python_version == '3.11' and platform_machine == 'x86_64'",
|
|
"pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp312-cp312-linux_x86_64.whl#sha256=bd340903d03470708df3442438acb8b7e08087ab9e61fbe349b2872bf9257ab0 ; platform_system == 'Linux' and python_version == '3.12' and platform_machine == 'x86_64'",
|
|
"pytorch_triton_xpu @ https://download.pytorch.org/whl/pytorch_triton_xpu-3.2.0-cp313-cp313-linux_x86_64.whl#sha256=814dccc8a07159e6eca74bed70091bc8fea2d9dd87b0d91845f9f38cde62f01c ; platform_system == 'Linux' and python_version == '3.13' and platform_machine == 'x86_64'",
|
|
|
|
"torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp39-cp39-linux_x86_64.whl#sha256=6a8adf6dc4c089406e8b3a7e58ab57a463bddf9b07130d2576e76eced43e92af ; platform_system == 'Linux' and python_version == '3.9' and platform_machine == 'x86_64'",
|
|
"torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp310-cp310-linux_x86_64.whl#sha256=ff4561cbf07c83bbccaa0f6e9bb0e6dcf721bacd53c9c43c4eb0e7331b4792f9 ; platform_system == 'Linux' and python_version == '3.10' and platform_machine == 'x86_64'",
|
|
"torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp311-cp311-linux_x86_64.whl#sha256=12005f66b810ddd3ab93f86c4522bcfdd412cbd27fc9d189b661ff7509bc5e8a ; platform_system == 'Linux' and python_version == '3.11' and platform_machine == 'x86_64'",
|
|
"torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp312-cp312-linux_x86_64.whl#sha256=c4c5c67625cdacf35765c2b94e61fe166e3c3f4a14521b1212a59ad1b3eb0f2e ; platform_system == 'Linux' and python_version == '3.12' and platform_machine == 'x86_64'",
|
|
"torch @ https://download.pytorch.org/whl/xpu/torch-2.6.0%2Bxpu-cp313-cp313-linux_x86_64.whl#sha256=e6864f7a60a5ecc43d5d38f59a16e5dd132384f73dfd3a697f74944026038f7b ; platform_system == 'Linux' and python_version == '3.13' and platform_machine == 'x86_64'",
|
|
]
|
|
|
|
[project.urls]
|
|
homepage = "http://www.unsloth.ai"
|
|
documentation = "https://github.com/unslothai/unsloth"
|
|
repository = "https://github.com/unslothai/unsloth"
|