| [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 = "info@unsloth.ai"}, | |
| {name = "Unsloth AI team"}, | |
| ] | |
| maintainers = [ | |
| {name = "Daniel Han", email = "danielhanchen@gmail.com"}, | |
| {name = "Michael Han", email = "info@unsloth.ai"}, | |
| ] | |
| 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 = [ | |
| "tyro", | |
| "transformers>=4.38.2", | |
| "datasets>=2.16.0", | |
| "sentencepiece>=0.2.0", | |
| "tqdm", | |
| "psutil", | |
| "wheel>=0.42.0", | |
| "numpy", | |
| "accelerate>=0.26.1", | |
| "trl>=0.7.9", | |
| "peft>=0.7.1", | |
| "protobuf<4.0.0", | |
| ] | |
| 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-0.0.26.post1%2Bcu118-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'", | |
| "xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.26.post1%2Bcu118-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'", | |
| "xformers @ https://download.pytorch.org/whl/cu118/xformers-0.0.26.post1%2Bcu118-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'", | |
| ] | |
| cu121onlytorch230 = [ | |
| "xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.26.post1-cp39-cp39-manylinux2014_x86_64.whl ; python_version=='3.9'", | |
| "xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.26.post1-cp310-cp310-manylinux2014_x86_64.whl ; python_version=='3.10'", | |
| "xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.26.post1-cp311-cp311-manylinux2014_x86_64.whl ; python_version=='3.11'", | |
| ] | |
| cu118 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118only]", | |
| ] | |
| cu121 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121only]", | |
| ] | |
| cu118-torch211 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch211]", | |
| ] | |
| cu121-torch211 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch211]", | |
| ] | |
| cu118-torch212 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch212]", | |
| ] | |
| cu121-torch212 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch212]", | |
| ] | |
| cu118-torch220 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch220]", | |
| ] | |
| cu121-torch220 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch220]", | |
| ] | |
| cu118-torch230 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch230]", | |
| ] | |
| cu121-torch230 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch230]", | |
| ] | |
| kaggle = [ | |
| "unsloth[huggingface]", | |
| ] | |
| kaggle-new = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| ] | |
| conda = [ | |
| "unsloth[huggingface]", | |
| ] | |
| colab-torch211 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch211]", | |
| ] | |
| colab-ampere-torch211 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch211]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| colab-torch220 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch220]", | |
| ] | |
| colab-ampere-torch220 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch220]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| colab-new = [ | |
| "tyro", | |
| "transformers>=4.38.2", | |
| "datasets>=2.16.0", | |
| "sentencepiece", | |
| "tqdm", | |
| "psutil", | |
| "wheel>=0.42.0", | |
| "numpy", | |
| "protobuf<4.0.0", | |
| ] | |
| colab-no-deps = [ | |
| "accelerate>=0.26.1", | |
| "trl>=0.7.9", | |
| "peft>=0.7.1", | |
| "xformers", | |
| "bitsandbytes", | |
| "protobuf<4.0.0", | |
| ] | |
| colab = [ | |
| "unsloth[cu121]", | |
| ] | |
| colab-ampere = [ | |
| "unsloth[colab-ampere-torch220]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu118-ampere = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118only]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu121-ampere = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121only]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu118-ampere-torch211 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch211]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu121-ampere-torch211 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch211]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu118-ampere-torch220 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch220]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu121-ampere-torch220 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch220]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu118-ampere-torch230 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu118onlytorch230]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| cu121-ampere-torch230 = [ | |
| "unsloth[huggingface]", | |
| "bitsandbytes", | |
| "unsloth[cu121onlytorch230]", | |
| "packaging", | |
| "ninja", | |
| "flash-attn", | |
| ] | |
| [project.urls] | |
| homepage = "http://www.unsloth.ai" | |
| documentation = "https://github.com/unslothai/unsloth" | |
| repository = "https://github.com/unslothai/unsloth" | |