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modelscope/evalscope

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

Apache-2.0Needs paid APIPython
Stars
3.6k
Forks
532
Open issues
11
Last push
today

About evalscope

evalscope is a free, open-source AI developer tool by modelscope, written mainly in Python. A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking. It has 3.6k GitHub stars and 532 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
3,576
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Required
Self-hostable
Yes

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evalscope FAQ

Is evalscope free?

evalscope is open source, but it needs a paid third-party API key to work. It's released under the Apache-2.0 license, a standard open-source license.

Does evalscope run on a Mac?

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

Does evalscope need a GPU?

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

Is evalscope still maintained?

Yes. It was last updated today and has 11 open issues on GitHub.

What are alternatives to evalscope?

Similar free, open-source tools include deepeval, lm-evaluation-harness, RagaAI-Catalyst, giskard-oss.

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