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pyproject.toml
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[build-system]
requires = ["setuptools", "setuptools-scm"]
build-backend = "setuptools.build_meta"
[project]
name = "unsloth"
dynamic = ["version"]
description = "2-5X faster LLM finetuning"
readme = "README.md"
requires-python = ">=3.9,<3.13"
license = "Apache-2.0"
keywords = ["ai", "llm",]
authors = [
{email = "[email protected]"},
{name = "Unsloth AI team"},
]
maintainers = [
{name = "Daniel Han", email = "[email protected]"},
{name = "Michael Han", email = "[email protected]"},
]
classifiers = [
"Programming Language :: Python",
]
[tool.setuptools.dynamic]
version = {attr = "unsloth.models._utils.__version__"}
[tool.setuptools]
include-package-data = false
[tool.setuptools.packages.find]
exclude = ["images*", "tests*"]
[project.optional-dependencies]
triton = [
"triton-windows ; platform_system == 'Windows'",
]
huggingface = [
"unsloth_zoo>=2025.3.16",
"packaging",
"tyro",
"transformers>=4.46.1,!=4.47.0",
"datasets>=2.16.0",
"sentencepiece>=0.2.0",
"tqdm",
"psutil",
"wheel>=0.42.0",
"numpy",
"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,!=0.11.0",
"protobuf<4.0.0",
"huggingface_hub",
"hf_transfer",
"unsloth[triton]",
]
windows=[
"unsloth[huggingface]",
"bitsandbytes>=0.41.1 ; platform_system == 'Windows'",
"xformers>=0.0.22.post7 ; platform_system == 'Windows'",
]
cu118only = [
"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'",
"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'",
"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'",
]
cu121only = [
"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'",
"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'",
"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'",
]
cu118onlytorch211 = [
"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'",
"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'",
"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'",
]
cu121onlytorch211 = [
"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'",
"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'",
"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'",
]
cu118onlytorch212 = [
"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'",
"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'",
"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'",
]
cu121onlytorch212 = [
"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'",
"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'",
"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'",
]
cu118onlytorch220 = [
"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'",
"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'",
"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'",
]
cu121onlytorch220 = [
"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'",
"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'",
"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'",
]
cu118onlytorch230 = [
"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'",
"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'",
"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'",
"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'",
]
cu121onlytorch230 = [
"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'",
"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'",
"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'",
"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'",
]
cu118onlytorch240 = [
"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'",
"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'",
"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'",
"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'",
]
cu121onlytorch240 = [
"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'",
"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'",
"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'",
"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'",
]
cu124onlytorch240 = [
"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'",
"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'",
"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'",
"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'",
"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'",
"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'",
"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'",
"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'",
]
cu118onlytorch250 = [
"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'",
"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'",
"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'",
"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'",
]
cu121onlytorch250 = [
"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'",
"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'",
"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'",
"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'",
]
cu124onlytorch250 = [
"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'",
"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'",
"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'",
"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'",
"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'",
"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'",
"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'",
]
cu118 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118only]",
]
cu121 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121only]",
]
cu118-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch211]",
]
cu121-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch211]",
]
cu118-torch212 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch212]",
]
cu121-torch212 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch212]",
]
cu118-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch220]",
]
cu121-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch220]",
]
cu118-torch230 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch230]",
]
cu121-torch230 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch230]",
]
cu118-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch240]",
]
cu121-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch240]",
]
cu124-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch240]",
]
cu118-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch250]",
]
cu121-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch250]",
]
cu124-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch250]",
]
cu118-torch251 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch251]",
]
cu121-torch251 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch251]",
]
cu124-torch251 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch251]",
]
cu118-torch260 = [
"unsloth[huggingface]",
"bitsandbytes>=0.45.1",
"unsloth[cu118onlytorch260]",
]
cu124-torch260 = [
"unsloth[huggingface]",
"bitsandbytes>=0.45.1",
"unsloth[cu124onlytorch260]",
]
cu126-torch260 = [
"unsloth[huggingface]",
"bitsandbytes>=0.45.1",
"unsloth[cu126onlytorch260]",
]
kaggle = [
"unsloth[huggingface]",
]
kaggle-new = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
]
conda = [
"unsloth[huggingface]",
]
colab-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch211]",
]
colab-ampere-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch211]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
colab-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch220]",
]
colab-ampere-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch220]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
colab-new = [
"unsloth_zoo>=2025.3.16",
"packaging",
"tyro",
"transformers>=4.46.1,!=4.47.0",
"datasets>=2.16.0",
"sentencepiece>=0.2.0",
"tqdm",
"psutil",
"wheel>=0.42.0",
"numpy",
"protobuf<4.0.0",
"huggingface_hub",
"hf_transfer",
"bitsandbytes>=0.43.3",
"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>=0.46.1",
"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>=0.43.3",
"unsloth[cu118only]",
"unsloth[flashattention]",
]
cu121-ampere = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121only]",
"unsloth[flashattention]",
]
cu118-ampere-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch211]",
"unsloth[flashattention]",
]
cu121-ampere-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch211]",
"unsloth[flashattention]",
]
cu118-ampere-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch220]",
"unsloth[flashattention]",
]
cu121-ampere-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch220]",
"unsloth[flashattention]",
]
cu118-ampere-torch230 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch230]",
"unsloth[flashattention]",
]
cu121-ampere-torch230 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch230]",
"unsloth[flashattention]",
]
cu118-ampere-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch240]",
"unsloth[flashattention]",
]
cu121-ampere-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch240]",
"unsloth[flashattention]",
]
cu124-ampere-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch240]",
"unsloth[flashattention]",
]
cu118-ampere-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch250]",
"unsloth[flashattention]",
]
cu121-ampere-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch250]",
"unsloth[flashattention]",
]
cu124-ampere-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch250]",
"unsloth[flashattention]",
]
cu118-ampere-torch251 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch251]",
"unsloth[flashattention]",
]
cu121-ampere-torch251 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch251]",
"unsloth[flashattention]",
]
cu124-ampere-torch251 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch251]",
"unsloth[flashattention]",
]
cu118-ampere-torch260 = [
"unsloth[huggingface]",
"bitsandbytes>=0.45.1",
"unsloth[cu118onlytorch260]",
"unsloth[flashattention]",
]
cu124-ampere-torch260 = [
"unsloth[huggingface]",
"bitsandbytes>=0.45.1",
"unsloth[cu124onlytorch260]",
"unsloth[flashattention]",
]
cu126-ampere-torch260 = [
"unsloth[huggingface]",
"bitsandbytes>=0.45.1",
"unsloth[cu126onlytorch260]",
"unsloth[flashattention]",
]
[project.urls]
homepage = "http://www.unsloth.ai"
documentation = "https://github.com/unslothai/unsloth"
repository = "https://github.com/unslothai/unsloth"