fceb879b9c
* Update llama.py * Update _utils.py * Update llama.py * Update llama.py * Update _utils.py * Update pyproject.toml * Update _utils.py * Update llama.py * CE Loss * Update cross_entropy_loss.py * Update _utils.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update llama.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Fix: cast logits to float32 in cross_entropy_forward to prevent errors (#1254) * Fix: cast logits to float32 in cross_entropy_forward to prevent errors * Update cross_entropy_loss.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Throw error when inferencing longer than max_popsition_embeddings (#1236) * Throw error when inferencing longer than max_popsition_embeddings without rope scaling * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * CLI now handles user input strings for dtype correctly (#1235) Co-authored-by: root <root@ieeres.chu.cam.ac.uk> * Update flex_attention.py * Update _utils.py * Update _utils.py * Update flex_attention.py * Update flex_attention.py * Update loader.py * Update loader.py * Update flex_attention.py * Update flex_attention.py * Update flex_attention.py * Update flex_attention.py * Update _utils.py * Update cross_entropy_loss.py * Update _utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * triton_cast * Update utils.py * Qwen 2.5 Coder * Fix/export mistral (#1281) * Enhance install_python_non_blocking to handle protobuf installation and process management * Revert "Enhance install_python_non_blocking to handle protobuf installation and process management" This reverts commit a3b796a05841fb8d93c652c845591e12cf81ea93. * Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION to 'python' to address issue #1266 * Revert "Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION to 'python' to address issue #1266" This reverts commit f00fbf5eac7ad4f5d48c70b98d770255d1a9ef58. * Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION to 'python' to address issue #1266 * Update __init__.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * DOC Update - Update README.md with os.environ in example (#1269) * Update README.md with os.environ in example Added OS Environ in example to avoid device conflicts , for a user at least in jupyter notebook this allows to select GPU in a multi GPU setup. As currently the unsloth init checks all GPU's and takes the first in the order which can be a issue when some GPU's are in use and the list still shows them. So to manually avoid this, this os config is required. Small change but a bit time saver for those who straight away copies the tutorials * Update README.md --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * fix/get_chat_template (#1246) * Refactor `get_chat_template` to now support system message instead. It supposed to fix ollama tokenizer chattemplate to * Remove type hinting * Update chat_templates.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * fix/sft-trainer (#1276) * Add patch for SFTTrainer to maintain backward compatibility with TRL changes * Update trainer.py * Update trainer.py * Refactor trainer patch to maintain backward compatibility with TRL changes * Update trainer.py * Refactor trainer.py to exclude non-convertible trainers from backward compatibility patch --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update __init__.py * Update trainer.py * Update trainer.py * Update trainer.py * Update tokenizer_utils.py * Update llama.py * Fix #853 * fix/sfttrainer-compatibility (#1293) * Refactor trainer.py to import SFTConfig directly and update UnslothTrainingArguments class inheritance * Update trainer.py * Update trainer.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update rms_layernorm.py * Update rms_layernorm.py * Gemma * Update rms_layernorm.py * Update gemma2.py * Cut Cross Entropy * Update llama.py * Cut Cross Entropy * Update llama.py * Update llama.py * Update llama.py * Update __init__.py * Update __init__.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update mapper.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * patch_fast_lora * vision * Update fast_lora.py * Update _utils.py * Update _utils.py * Vision * Update trainer.py * Update save.py * FastBaseVisionModel * Update loader_utils.py * Update vision.py * Update loader.py * Update vision.py * Update loader.py * Update vision.py * Update _utils.py * tokenizer_name * Update loader.py * Update vision.py * Update save.py * Update save.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update _utils.py * Update loader.py * kwargs * logits * Update llama.py * Update llama.py * Update llama.py * Update _utils.py * Update _utils.py * Update _utils.py * error * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * Update llama.py * Update vision.py * Update loader.py * Old torch versions * Update loader.py * Update loader.py * prints * recheck * Update loader.py * Update loader.py * Update _utils.py * Update _utils.py * Update mapper.py * Feat/kto (#1316) * Add PatchKTOTrainer and update model imports * Update dpo.py * Update __init__.py * Delete unsloth/models/kto.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Fix orpo/dpo trainer (#1286) * change the colab notebook for dpo zephyr and orpo * use original tokenizer * Update README.md * Update README.md --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * skip modules * Update vision.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 llama.py * Fix llama.cpp * Update save.py * Update save.py * Update vision.py * Update save.py * Update save.py * Update save.py * Update save.py * Update save.py * Update save.py * Update save.py * Update _utils.py * Update save.py * Update save.py * Update mapper.py * modules * Fix vision model tokenizer padding side. (#1384) * Dynamic quants (#1379) * typing * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * int64 * Update _utils.py * Update cross_entropy_loss.py * constexpr * constexpr * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update _utils.py * Update _utils.py * Update _utils.py * CE * Update cross_entropy_loss.py * Update _utils.py * Update llama.py * Update _utils.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update utils.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * Update rms_layernorm.py * typing * Update rope_embedding.py * types * Disable compiling * Update _utils.py * Update _utils.py * Forward hook * Update _utils.py * Update llama.py * Update _utils.py * Update llama.py * Update llama.py * Update _utils.py * Update pyproject.toml * Update _utils.py * Update llama.py * CE Loss * Update cross_entropy_loss.py * Update _utils.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update cross_entropy_loss.py * Update llama.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Fix: cast logits to float32 in cross_entropy_forward to prevent errors (#1254) * Fix: cast logits to float32 in cross_entropy_forward to prevent errors * Update cross_entropy_loss.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Throw error when inferencing longer than max_popsition_embeddings (#1236) * Throw error when inferencing longer than max_popsition_embeddings without rope scaling * Update llama.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * CLI now handles user input strings for dtype correctly (#1235) Co-authored-by: root <root@ieeres.chu.cam.ac.uk> * Update flex_attention.py * Update _utils.py * Update _utils.py * Update flex_attention.py * Update flex_attention.py * Update loader.py * Update loader.py * Update flex_attention.py * Update flex_attention.py * Update flex_attention.py * Update flex_attention.py * Update _utils.py * Update cross_entropy_loss.py * Update _utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * Update tokenizer_utils.py * triton_cast * Update utils.py * Qwen 2.5 Coder * Fix/export mistral (#1281) * Enhance install_python_non_blocking to handle protobuf installation and process management * Revert "Enhance install_python_non_blocking to handle protobuf installation and process management" This reverts commit a3b796a05841fb8d93c652c845591e12cf81ea93. * Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION to 'python' to address issue #1266 * Revert "Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION to 'python' to address issue #1266" This reverts commit f00fbf5eac7ad4f5d48c70b98d770255d1a9ef58. * Set PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION to 'python' to address issue #1266 * Update __init__.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * DOC Update - Update README.md with os.environ in example (#1269) * Update README.md with os.environ in example Added OS Environ in example to avoid device conflicts , for a user at least in jupyter notebook this allows to select GPU in a multi GPU setup. As currently the unsloth init checks all GPU's and takes the first in the order which can be a issue when some GPU's are in use and the list still shows them. So to manually avoid this, this os config is required. Small change but a bit time saver for those who straight away copies the tutorials * Update README.md --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * fix/get_chat_template (#1246) * Refactor `get_chat_template` to now support system message instead. It supposed to fix ollama tokenizer chattemplate to * Remove type hinting * Update chat_templates.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * fix/sft-trainer (#1276) * Add patch for SFTTrainer to maintain backward compatibility with TRL changes * Update trainer.py * Update trainer.py * Refactor trainer patch to maintain backward compatibility with TRL changes * Update trainer.py * Refactor trainer.py to exclude non-convertible trainers from backward compatibility patch --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update __init__.py * Update trainer.py * Update trainer.py * Update trainer.py * Update tokenizer_utils.py * Update llama.py * Fix #853 * fix/sfttrainer-compatibility (#1293) * Refactor trainer.py to import SFTConfig directly and update UnslothTrainingArguments class inheritance * Update trainer.py * Update trainer.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Update rms_layernorm.py * Update rms_layernorm.py * Gemma * Update rms_layernorm.py * Update gemma2.py * Cut Cross Entropy * Update llama.py * Cut Cross Entropy * Update llama.py * Update llama.py * Update llama.py * Update __init__.py * Update __init__.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update mapper.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * patch_fast_lora * vision * Update fast_lora.py * Update _utils.py * Update _utils.py * Vision * Update trainer.py * Update save.py * FastBaseVisionModel * Update loader_utils.py * Update vision.py * Update loader.py * Update vision.py * Update loader.py * Update vision.py * Update _utils.py * tokenizer_name * Update loader.py * Update vision.py * Update save.py * Update save.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update vision.py * Update _utils.py * Update loader.py * kwargs * logits * Update llama.py * Update llama.py * Update llama.py * Update _utils.py * Update _utils.py * Update _utils.py * error * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update _utils.py * Update loader.py * Update llama.py * Update vision.py * Update loader.py * Old torch versions * Update loader.py * Update loader.py * prints * recheck * Update loader.py * Update loader.py * Update _utils.py * Update _utils.py * Update mapper.py * Feat/kto (#1316) * Add PatchKTOTrainer and update model imports * Update dpo.py * Update __init__.py * Delete unsloth/models/kto.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Fix orpo/dpo trainer (#1286) * change the colab notebook for dpo zephyr and orpo * use original tokenizer * Update README.md * Update README.md --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * skip modules * Update vision.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 llama.py * Fix llama.cpp * Update save.py * Update save.py * Update vision.py * Update save.py * Update save.py * Update save.py * Update save.py * Update save.py * Update save.py * Update save.py * Update _utils.py * Update save.py * Update save.py * Update mapper.py * modules --------- Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Edwin Fennell <edwinfennell1@gmail.com> Co-authored-by: root <root@ieeres.chu.cam.ac.uk> Co-authored-by: Uday Girish Maradana <einsteingirish@gmail.com> Co-authored-by: cell-dame <122996026+dame-cell@users.noreply.github.com> * Update README.md Unsloth Dynamic 4-bit Quantization Update * Fix vision model tokenizer padding side. * Update vision.py --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Edwin Fennell <edwinfennell1@gmail.com> Co-authored-by: root <root@ieeres.chu.cam.ac.uk> Co-authored-by: Uday Girish Maradana <einsteingirish@gmail.com> Co-authored-by: cell-dame <122996026+dame-cell@users.noreply.github.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> * Add citation section to README.md (#1377) * Add citation section to README.md * Update README.md --------- Co-authored-by: Daniel Han <danielhanchen@gmail.com> * Granite support (#1218) * [WIP] Support for Granite * Fixup inference * Cleanup flex attention * remove sliding window * Use torch.add for residual multiplier * Llama 3.3 * Update llama.py * Update llama.py * fullgraph * Fix loader.py to work on Windows (#1453) * Update README.md Llama 3.3 + Reddit * Update README.md Apple ML Cross Entropy * Update README.md Removing double citation * Fix loader.py to work on Windows --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> * Update save.py warning message (#1425) * Update README.md Llama 3.3 + Reddit * Update README.md Apple ML Cross Entropy * Update README.md Removing double citation * Update save.py warning message --------- Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> * Change _fix_chat_template in case a template has both endif and endfor (#1388) * Update llama and derivatives to pass position embeddings explicitly for transformers v4.47+ (#1442) * Update save.py * Update llama.py * Update mistral.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Update llama.py * Temp fix * Update _utils.py * Update _utils.py * Update pyproject.toml * Name Error Bug Fix - import from packaging.version import Version (#1468) * Version * Update pyproject.toml * Update pyproject.toml * Version * Update pyproject.toml * Update pyproject.toml * dependencies * Update pyproject.toml * Update pyproject.toml * Update pyproject.toml * Update pyproject.toml * Update mistral.py * Update pyproject.toml * Update pyproject.toml * Update pyproject.toml * Update granite.py * Update cohere.py * Triton windows * Update gemma2.py * Update pyproject.toml * Update _utils.py * Update pyproject.toml --------- Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com> Co-authored-by: Datta Nimmaturi <datta.nimmaturi@nutanix.com> Co-authored-by: Edwin Fennell <edwinfennell1@gmail.com> Co-authored-by: root <root@ieeres.chu.cam.ac.uk> Co-authored-by: Uday Girish Maradana <einsteingirish@gmail.com> Co-authored-by: cell-dame <122996026+dame-cell@users.noreply.github.com> Co-authored-by: Zewen Shen <zewen.public@gmail.com> Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com> Co-authored-by: Scott Phillips <polygonguru@gmail.com> Co-authored-by: qingy1337 <qxli2@students.everettcc.edu> Co-authored-by: Giulia Baldini <44327645+giuliabaldini@users.noreply.github.com> Co-authored-by: Yonghye Kwon <developer.0hye@gmail.com>
417 lines
20 KiB
TOML
417 lines
20 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"
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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 @ https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post5/triton-3.1.0-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
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"triton @ https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post5/triton-3.1.0-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
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"triton @ https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post5/triton-3.1.0-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
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"triton @ https://github.com/woct0rdho/triton-windows/releases/download/v3.1.0-windows.post5/triton-3.1.0-cp312-cp312-win_amd64.whl ; python_version=='3.12' and platform_system == 'Windows'",
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]
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huggingface = [
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"unsloth_zoo>=2024.12.4",
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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",
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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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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 = [
|
|
"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'",
|
|
]
|
|
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'",
|
|
]
|
|
cu121onlytorch251 = [
|
|
"xformers @ https://download.pytorch.org/whl/cu121/xformers-0.0.28.post3-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.post3-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.post3-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.post3-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-0.0.28.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-0.0.28.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-0.0.28.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-0.0.28.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-0.0.28.post3-cp39-cp39-win_amd64.whl ; python_version=='3.9' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post3-cp310-cp310-win_amd64.whl ; python_version=='3.10' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.post3-cp311-cp311-win_amd64.whl ; python_version=='3.11' and platform_system == 'Windows'",
|
|
"xformers @ https://download.pytorch.org/whl/cu124/xformers-0.0.28.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]",
|
|
]
|
|
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]",
|
|
]
|
|
cu121-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.43.3",
|
|
"unsloth[cu121onlytorch251]",
|
|
]
|
|
cu124-torch251 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.43.3",
|
|
"unsloth[cu124onlytorch251]",
|
|
]
|
|
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>=2024.12.3",
|
|
"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",
|
|
]
|
|
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",
|
|
"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]",
|
|
]
|
|
cu121-ampere-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.43.3",
|
|
"unsloth[cu121onlytorch250]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu124-ampere-torch240 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.43.3",
|
|
"unsloth[cu124onlytorch240]",
|
|
"unsloth[flashattention]",
|
|
]
|
|
cu124-ampere-torch250 = [
|
|
"unsloth[huggingface]",
|
|
"bitsandbytes>=0.43.3",
|
|
"unsloth[cu124onlytorch250]",
|
|
"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]",
|
|
]
|
|
|
|
[project.urls]
|
|
homepage = "http://www.unsloth.ai"
|
|
documentation = "https://github.com/unslothai/unsloth"
|
|
repository = "https://github.com/unslothai/unsloth"
|