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15 Apr 2025

Paper summary

Paper summary: InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

InternVL3 trains multimodal and language abilities together in one pre-training stage, rather than adapting a text-only LLM afterwards, and reports 72.2 on MMMU for its 78B model.

  • Native multimodal pre-training learns vision and language jointly from the start, instead of bolting vision onto a finished LLM.
  • InternVL3-78B scores 72.2 on MMMU, a new open-source state of the art at the time.

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