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lmms-eval

EvolvingLMMs-Lab/lmms-eval · Enterprise stack · Enterprise

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

Verified via GitHub API

  • agi
  • evaluation
  • large-language-models
  • multimodal
  • audio-evaluation
  • benchmark
  • llm-evaluation
  • video-understanding
  • vision-language-model
  • vlm
  • multimodal-evaluation

Data from GitHub API, refreshed Oct 17, 2026

Stars
4453
Forks
676
License
Other
Language
Python
Last commit
Oct 17, 2026
Latest release
v0.7.3
Release date
Aug 28, 2026
Contributors
247
Open issues
28

Works with — from README

Models
Claude, GPT-4o, Gemini, OpenAI, Qwen

Source: README.md keyword match (stated in README)

lmms-eval FAQ

Is lmms-eval free?

lmms-eval is open source under the Other license. Hosted services and infrastructure may have separate costs.

How popular is lmms-eval?

lmms-eval has 4453 GitHub stars as of Oct 17, 2026.

Is there a hosted version of lmms-eval?

A hosted alternative for lmms-eval is unknown (—) in this data.

What does lmms-eval work with?

From README: Claude, GPT-4o, Gemini, OpenAI, Qwen.