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pyproject.toml
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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"
license = {file = "LICENSE"}
keywords = ["ai", "llm",]
authors = [
{email = "[email protected]"},
{name = "Unsloth AI team"},
]
maintainers = [
]
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*"]
[project.optional-dependencies]
huggingface = [
"unsloth_zoo",
"packaging",
"tyro",
"transformers>=4.44.2",
"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",
"peft>=0.7.1,!=0.11.0",
"protobuf<4.0.0",
"huggingface_hub",
"hf_transfer",
]
cu118only = [
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.22.post7%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.22.post7%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.22.post7%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu121only = [
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu118onlytorch211 = [
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu121onlytorch211 = [
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu118onlytorch212 = [
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23.post1%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23.post1%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.23.post1%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu121onlytorch212 = [
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23.post1-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23.post1-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.23.post1-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu118onlytorch220 = [
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.24%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.24%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.24%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu121onlytorch220 = [
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.24-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.24-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.24-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
]
cu118onlytorch230 = [
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27%2Bcu118-cp312-cp312-manylinux2014_x86_64.whl ; python_version=='3.12'",
]
cu121onlytorch230 = [
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.27-cp312-cp312-manylinux2014_x86_64.whl ; python_version=='3.12'",
]
cu118onlytorch240 = [
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.27.post2%2Bcu118-cp312-cp312-manylinux2014_x86_64.whl ; python_version=='3.12'",
]
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'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12'",
]
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'",
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post1-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12'",
]
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'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post2-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12'",
]
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'",
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp310-cp310-manylinux_2_28_x86_64.whl ; python_version=='3.10'",
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp311-cp311-manylinux_2_28_x86_64.whl ; python_version=='3.11'",
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post2-cp312-cp312-manylinux_2_28_x86_64.whl ; python_version=='3.12'",
]
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]",
]
cu121-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch250]",
]
cu124-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch240]",
]
cu124-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch250]",
]
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",
"packaging",
"tyro",
"transformers>=4.44.2",
"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",
]
colab-no-deps = [
"accelerate>=0.34.1",
"trl>=0.7.9,!=0.9.0,!=0.9.1,!=0.9.2,!=0.9.3",
"peft>=0.7.1",
"xformers<0.0.27",
"bitsandbytes>=0.43.3",
"protobuf<4.0.0",
]
colab = [
"unsloth[cu121]",
]
colab-ampere = [
"unsloth[colab-ampere-torch220]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu118-ampere = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118only]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu121-ampere = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121only]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu118-ampere-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch211]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu121-ampere-torch211 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch211]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu118-ampere-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch220]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu121-ampere-torch220 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch220]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu118-ampere-torch230 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch230]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu121-ampere-torch230 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch230]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu118-ampere-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu118onlytorch240]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu121-ampere-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch240]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu121-ampere-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu121onlytorch250]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu124-ampere-torch240 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch240]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
cu124-ampere-torch250 = [
"unsloth[huggingface]",
"bitsandbytes>=0.43.3",
"unsloth[cu124onlytorch250]",
"packaging",
"ninja",
"flash-attn>=2.6.3",
]
[project.urls]
homepage = "http://www.unsloth.ai"
documentation = "https://github.com/unslothai/unsloth"
repository = "https://github.com/unslothai/unsloth"