8cd65ba494
* Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * Update rl_replacements.py * Update rl.py * Update rl.py * Update rl.py * Update rl.py * fix an import error (#1767) * fix an import error * Delete .gitignore * Update loader.py * Update save.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * SamplingParams * Convert mask to float (#1762) * [Windows Support] Add latest `xformers` wheels to pyproject.toml (#1753) * Add latest xformers * Add a couple of lines to docs * vLLMSamplingParams * Update __init__.py * default num_chunks == -1 * Versioning * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update _utils.py * Update rl_replacements.py * Update rl_replacements.py * Update pyproject.toml * Update pyproject.toml * Export Model to ollama.com (#1648) * Ollama Export Model to ollama.com Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> * Check for model_name Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> * subprocess use instead of requests | added check for ollama server Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> * create_ollama_model Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> * create_ollama_model | fix Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> * Push to Ollama Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> --------- Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> * Update cross_entropy_loss.py * torch_cuda_device * Update utils.py * Update utils.py * Update utils.py * device * device * Update loader.py * Update llama.py * Update README.md * Update llama.py * Update llama.py * Update _utils.py * Update utils.py * Update utils.py * 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 utils.py * Update utils.py * Update utils.py * Update utils.py * __version__ * Update rl.py * Bug fixes * Bug fixes * Update llama.py * Update _utils.py * _wrap_fast_inference * 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 _utils.py * SFT dataset prepare * Update pyproject.toml * Update rl_replacements.py * Update rl_replacements.py * Update rl_replacements.py * Update rl.py * Update llama.py * Update llama.py * Update utils.py * bug fix * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update __init__.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update rl.py * Update rl.py * Update rl.py * Update _utils.py * Update __init__.py * Update _utils.py * Version * versioning * Update _utils.py * Update llama.py * Update llama.py * Bug fixes * FastModel * __doc__ * Update vision.py * Update loader.py * Update loader.py * Update loader.py * version * move use_modelscope to _utils (#1938) * move use_modelscope to _utils * Update _utils.py * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Don't use revision when loading model_config and is_peft=True (#1949) * More syntax warnings (#1944) * move use_modelscope to _utils * fix * Update _utils.py * Update loader.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update loader.py * Full finetuning and other fixes * UNSLOTH_ENABLE_FULL_FINETUNING * Update loader.py * Update loader.py * Update loader.py * Update vision.py * Update vision.py * full finetuning * Update loader.py * Update loader.py * Update loader.py * Update _utils.py * max_seq_length * Update rl.py * Update rl.py * Update rl.py * Update pyproject.toml * AutoModelForImageTextToText * Update mapper.py * Update pyproject.toml * Update _utils.py * Update _utils.py * Update _utils.py * Batch samples * Update loader.py * Update loader.py * Update loader.py * Update loader.py * Update _utils.py * Update loader.py * Update vision.py * Update loader.py * Update vision.py * Update vision.py * Update vision.py * Update mapper.py * Update vision.py * Temporary patches * Update loader.py * model names * Gemma 3 chat template * Bug fixes * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update llama.py * Update llama.py * Update rl.py * Update chat_templates.py * Update chat_templates.py * Update vision.py * Update vision.py * Update vision.py * Update loader.py * Update vision.py * Update vision.py * Revert * Update _utils.py * forced precision * Autocast * Update vision.py * Update vision.py * Update rl.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update rl.py * vLLM fixes * constexpr * Update vision.py * Update vision.py * Update vision.py * Update rl.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 _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update save.py * New models * Triton windows update (#1976) * Update pyproject.toml * Update README.md * Update RMS LayerNorm implementation, and list compr. change in chat templates (#1974) * Update RMS LayerNorm implementation with optimizations and testing suite * perf: optimize list comprehension in get_ollama_eos_tokens * Update Zoo * Update llama.py * Update llama.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 * Update vision.py * Update vision.py * Update vision.py * Update rl_replacements.py * Update vision.py * grpo fix * Update rl_replacements.py * Update vision.py * Update rl_replacements.py * Update vision.py * Update mapper.py * Update vision.py * Update vision.py * Update loader.py --------- Signed-off-by: Jyotin Goel <b22ai063@iitj.ac.in> Co-authored-by: Nino Risteski <95188570+NinoRisteski@users.noreply.github.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Ben <6579034+versipellis@users.noreply.github.com> Co-authored-by: Jyotin Goel <120490013+gjyotin305@users.noreply.github.com> Co-authored-by: Kareem <81531392+KareemMusleh@users.noreply.github.com> Co-authored-by: Wilson Wu <140025193+wiwu2390@users.noreply.github.com> Co-authored-by: Akshay Behl <126911424+Captain-T2004@users.noreply.github.com>
514 lines
25 KiB
TOML
514 lines
25 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 = {file = "LICENSE"}
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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*"]
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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>=2025.3.11",
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"packaging",
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"tyro",
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"transformers>=4.46.1,!=4.47.0",
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"datasets>=2.16.0",
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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>=0.41.1 ; 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'",
|
|
"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>=2025.3.9",
|
|
"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"
|