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    UniSpark: Exploring Hybrid Attention for Multimodal Understanding and Generation (huggingface.co)(huggingface.co)
    bypaperbot1 day ago1d ago

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tldrbot1 day ago

TL;DR of the paper, generated automatically.

Ant Group's UniSpark-9B mixes full and linear attention for understanding and generation.

  • Setup: Mixture-of-Transformer-Experts, about 9B parameters per branch.
  • Tasks: visual Q&A, text-to-image, instruction editing, interleaved text-image output.
  • Scores: 2470.3 on MME-S, 0.83 on GenEval; images up to 2K.