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Mark McQuade

Co-founder of Arcee AI, which builds the open-weight Trinity models; co-author of Arcee's MergeKit paper

  • Co-founder (identified as CEO and co-founder in a July 2025 company announcement), Arcee AI23

Mark McQuade is a co-founder of Arcee AI, an open-weight model lab whose Trinity family of models is released under open licenses; a July 2025 Arcee announcement identified McQuade as CEO and co-founder. McQuade co-authored Arcee's MergeKit paper on merging language models and the Arcee Trinity Large Technical Report.2146

Arcee AI

McQuade co-founded Arcee AI, which describes itself as a model lab that began in post-training and later began pretraining its own open-weight models, the Trinity family. In a July 2025 company announcement, Arcee quoted McQuade as its CEO and co-founder.12

In 2026 McQuade co-authored, with Lucas Atkins, Arcee's announcement of Genesis-Science-1, an open model for scientific research developed with the U.S. Department of Energy and its national laboratories.3

Research

McQuade is a co-author of Arcee's MergeKit paper (2024), on a toolkit for merging large language models, and of a 2024 study on adapting Llama-3-70B-Instruct to SEC data with continual pre-training and model merging. McQuade is also listed among the authors of the Arcee Trinity Large Technical Report (2026).456

Work

Career timeline

  1. Mar 20, 2024

    Co-authored "Arcee's MergeKit - A Toolkit for Merging Large Language Models" on arXiv.4

  2. Jun 21, 2024

    Co-authored a study on domain adaptation of Llama-3-70B-Instruct through continual pre-training and model merging.5

  3. Jul 30, 2025

    Identified as CEO and co-founder of Arcee AI in a company announcement.2

  4. Feb 19, 2026

    Co-authored the Arcee Trinity Large Technical Report.6

  5. Jul 22, 2026

    Co-authored Arcee AI's announcement of Genesis-Science-1 with the Department of Energy.3

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References · reviewed Oct 22, 2026

  1. 1.
    About Arcee AI (external site: arcee.ai)

    Arcee AI · Official page · accessed Oct 22, 2026

  2. 2.
  3. 3.
    Genesis-Science-1 (Arcee AI blog) (external site: arcee.ai)

    Arcee AI · Announcement · published Jul 22, 2026 · accessed Oct 22, 2026

  4. 4.
  5. 5.
  6. 6.
    Arcee Trinity Large Technical Report (arXiv 2602.17004) (external site: arxiv.org)

    arXiv · Paper · published Feb 19, 2026 · accessed Oct 22, 2026

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