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Inference & serving

intel/auto-round

PTQ-Level Efficiency, QAT-Level Accuracy|训练后量化的效率,量化感知训练的精度

Really freeApache-2.0Python
Stars
1.7k
Forks
194
Open issues
78
Last push
today

About auto-round

auto-round is a free, open-source AI inference tool by intel, written mainly in Python. PTQ-Level Efficiency, QAT-Level Accuracy|训练后量化的效率,量化感知训练的精度. It has 1.7k GitHub stars and 194 forks, and was last updated today. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
1,686
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not required
Self-hostable
Not stated

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auto-round FAQ

Is auto-round free?

Yes. auto-round is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does auto-round run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does auto-round need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is auto-round still maintained?

Yes. It was last updated today and has 78 open issues on GitHub.

What are alternatives to auto-round?

Similar free, open-source tools include vllm, vllm-omni, sglang, nano-vllm.

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