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lmms-eval
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lmms-eval

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

by EvolvingLMMs-Lab · GitHub
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agiaudio-evaluationbenchmarkPython
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Evaluate AI models across different types of content like text, images, and audio using a comprehensive toolkit.

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2026-07-072026-08-31
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📄 About

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

lmms-eval has 4.4k stars on GitHub. It has been forked 648 times. lmms-eval is written mainly in Python. It has been in active development since 2024. Its main topics are agi, audio-evaluation, benchmark, evaluation.

Frequently asked questions

What is lmms-eval?

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

Is lmms-eval open source?

lmms-eval is an open-source project.

Is lmms-eval free?

Yes. lmms-eval is free and open source — you can use, modify and self-host it.

What language is lmms-eval written in?

lmms-eval is written mainly in Python.

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