[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"