llmcompressor

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0.3.0 llmcompressor-0.3.0-py3-none-any.whl

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Project: llmcompressor
Version: 0.3.0
Filename: llmcompressor-0.3.0-py3-none-any.whl
Download: [link]
Size: 226853
MD5: 9c86b61fa7584ed287678d8932582190
SHA256: 97bf4e77b14f01b1bdde52c8a1d9663d341da934d1229062ac601d875c5e4d73
Uploaded: 2024-11-13 05:17:45 +0000

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METADATA

Metadata-Version: 2.1
Name: llmcompressor
Version: 0.3.0
Summary: A library for compressing large language models utilizing the latest techniques and research in the field for both training aware and post training techniques. The library is designed to be flexible and easy to use on top of PyTorch and HuggingFace Transformers, allowing for quick experimentation.
Author: Neuralmagic, Inc.
Author-Email: support[at]neuralmagic.com
Home-Page: https://github.com/neuralmagic/llm-compressor
License: Apache
Keywords: llmcompressor,llms,large language models,transformers,pytorch,huggingface,compressors,compression,quantization,pruning,sparsity,optimization,model optimization,model compression,
Classifier: Development Status :: 5 - Production/Stable
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: POSIX :: Linux
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.8
Requires-Dist: loguru
Requires-Dist: pyyaml (>=5.0.0)
Requires-Dist: numpy (<2.0,>=1.17.0)
Requires-Dist: requests (>=2.0.0)
Requires-Dist: tqdm (>=4.0.0)
Requires-Dist: click (!=8.0.0,>=7.1.2)
Requires-Dist: torch (>=1.7.0)
Requires-Dist: transformers (<5.0,>4.0)
Requires-Dist: datasets
Requires-Dist: accelerate (!=1.1.0,>=0.20.3)
Requires-Dist: pynvml (==11.5.3)
Requires-Dist: compressed-tensors
Requires-Dist: pytest (>=6.0.0); extra == "dev"
Requires-Dist: pytest-mock (>=3.6.0); extra == "dev"
Requires-Dist: pytest-rerunfailures (>=13.0); extra == "dev"
Requires-Dist: parameterized; extra == "dev"
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Requires-Dist: ruff (~=0.4.8); extra == "dev"
Requires-Dist: flake8 (~=7.0.0); extra == "dev"
Requires-Dist: pre-commit; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 3509 characters]

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llmcompressor-0.3.0.dist-info/RECORD

top_level.txt

llmcompressor

entry_points.txt

llmcompressor.transformers.text_generation.apply = llmcompressor.transformers.finetune.text_generation:apply
llmcompressor.transformers.text_generation.compress = llmcompressor.transformers.finetune.text_generation:apply
llmcompressor.transformers.text_generation.eval = llmcompressor.transformers.finetune.text_generation:eval
llmcompressor.transformers.text_generation.finetune = llmcompressor.transformers.finetune.text_generation:train
llmcompressor.transformers.text_generation.oneshot = llmcompressor.transformers.finetune.text_generation:oneshot
llmcompressor.transformers.text_generation.train = llmcompressor.transformers.finetune.text_generation:train