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intel/auto-round

PythonApache-2.0active
87Health

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.

Stars1.4k
Forks134
Open Issues92
Contributors134
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
12
Popularity
25
#gguf#int4#llms#mxfp4#nvfp4#quantization#rounding#sglang#transformers#vllm#vlms
View on GitHub ↗Issues (92) ↗Pull Requests ↗Wiki ↗

Should you contribute to intel/auto-round?

intel/auto-round has a FoundDev health score of 87/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.

Licensed under Apache-2.0, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

intel
intel/auto-round
PythonApache 2.0
87

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.

active
1.4k134 contributors92 issues
0d ago

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