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[AI & ML]

auto-round

A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers.
intel
@intel
maintainer
★ 1.6k stars
github
auto-round — preview
auto-round repository preview
# README
A SOTA quantization algorithm for high-accuracy low-bit LLM inference, seamlessly optimized for CPU/XPU/CUDA, with multi-datatype support and full compatibility with vLLM, SGLang, and Transformers. Maintained by intel on GitHub, where it has earned 1,552 stars from the community.
It's actively developed around int4, quantization, rounding, and is a solid reference for anyone building with these tools.
# tags
# install
npm install auto-round
languages
C++29%
last commit4w ago
licenseApache-2.0
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