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Agents
Violin: An open-source video translation skill that breaks language barriers

    Shang Zhu, Kevin Qinghong Lin (Oxford), James Zou

    Together.ai logo with text about Violin, an open-source video translation skill breaking language barriers.
    Inference
    Accelerate RL rollouts by up to 50% with distribution-aware speculative decoding

      Zelei Shao, Vikranth Srivatsa, Sanjana Srivastava, Qingyang Wu, Alpay Ariyak, Xiaoxia Wu, Ameen Patel, Jue Wang, Percy Liang, Tri Dao, Ce Zhang, Yiying Zhang, Ben Athiwaratkun, Chenfeng Xu, Junxiong Wang

      Together.ai text stating up to 50% faster RL rollouts with distribution-aware speculative decoding.
      Architecture
      Parcae: Doing more with fewer parameters using stable looped models

        Hayden Prairie, Zachary Novack, Taylor Berg-Kirkpatrick, Dan Fu

        Abstract curved shapes in purple and gray gradient with the word Parcae and label Research.
        Agents
        EinsteinArena: Harnessing the collective intelligence of agents in the wild to advance science

          Federico Bianchi,* Yongchan Kwon,* James Zou

          Colorful abstract shapes with text 'EinsteinArena' centered and a small tag labeled 'RESEARCH' above it.

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