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Multimodal Evaluation Toolkit for Text, Image, Video, and Audio Tasks

Getting Started

1

Read the official documentation

The lmms-eval team maintains comprehensive docs that cover installation, configuration, and common patterns.

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2

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3

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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Best For

Research teams needing a comprehensive evaluation toolkit for multimodal tasks

Developers working on projects that require performance assessment of models across different modalities

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