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Meta AI Releases Apollo: A New Family of Video-LMMs Large Multimodal Models for Video Understanding

  • Meta AI has released Apollo, a family of video-focused Large Multimodal Models (LMMs) designed to enhance video understanding.
  • Apollo addresses challenges in video-based models through efficient design choices, such as frame-per-second (fps) sampling and dual vision encoders.
  • The Apollo models come in three sizes - 1.5B, 3B, and 7B parameters - offering flexibility for different computational constraints and real-world needs.
  • Apollo achieves strong performance on video-language tasks and introduces innovations like scaling consistency and token resampling.

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