evaluation securityQuick Start ↓
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Multimodal Evaluation Toolkit for Text, Image, Video, and Audio Tasks
Getting Started
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Read the official documentation
The lmms-eval team maintains comprehensive docs that cover installation, configuration, and common patterns.
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Create an account
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Review strengths, tradeoffs, and alternatives
Our full tool profile covers lmms-eval's strengths, weaknesses, pricing, and how it compares to alternatives.
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Research teams needing a comprehensive evaluation toolkit for multimodal tasks
Developers working on projects that require performance assessment of models across different modalities