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Meta releases Muse Spark Open weights, says it meets Scaling Framework thresholds

3 people · 9 posts · first post · latest

Meta released Muse Spark Open, the most capable US open-weight model to date (816B total parameters, 42B active), saying it met the thresholds of its Superintelligence Scaling Framework and got extra safety post-training for open-weight release; the full report is not yet published. Nathan Lambert called it near-frontier in agentic capability and says it halves the US open-weight gap with China, but calls the Meta Muse Open License "trash".

All posts · 9, most important first

  1. @finkd lab ·
    Muse Spark Open -- weights releasing today -- runs great on new Mac Studios thanks to work with @johnternus and Apple.
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    1,302 likes · 186 reposts
  2. @natolambert research ·
    If it performs roughly what like the scores indicate, adoption of this model is going to go gangbusters. First open-weigh model in the US with near frontier agentic capabilities (GLM 5.2 + Kimi K3 was that step change from China). US models get crazy adoption.
    1/ muse spark open is the most capable US open-weight model to date. 816B total params, 42B active. 1M-token context. natively multimodal. built for coding and agentic work like long-horizon tasks, hard software engineering, multi-step reasoning. america! 🇺🇲 open on X
    65 likes · 4 reposts
  3. @natolambert research ·
    The Meta Muse Open License is trash. Thankfully no one really cares about licenses, expect the inference providers who will happily comply.
    33 likes · 0 reposts
  4. @andrewcurran_ commentary ·
    Muse Spark Open, the most capable open-weight US model to date.
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    Today we’re releasing Muse Spark Open, the most capable US open-weight model to date. Built for coding and agentic work, it excels at long-horizon tasks, complex software engineering, and multi-step reasoning. Key Model Specs: → 816B total / 42B active parameters → 1M token context window → Natively multimodal across text, image, video, audio open on X
    81 likes · 6 reposts
  5. @natolambert research ·
    Okay now I really gotta blog 🎉
    Today we’re releasing Muse Spark Open, the most capable US open-weight model to date. Built for coding and agentic work, it excels at long-horizon tasks, complex software engineering, and multi-step reasoning. Key Model Specs: → 816B total / 42B active parameters → 1M token context window → Natively multimodal across text, image, video, audio open on X
    19 likes · 0 reposts
  6. @natolambert research ·
    Guys this is like my superbowl I waited so long for US open weight models to be relevant again. Before today the US models were still behind Chinese models from as early as Feb. 2026. Still more work to do!
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    0 likes · 0 reposts
  7. @andrewcurran_ commentary ·
    5 likes · 0 reposts
  8. @natolambert research ·
    Guys this is like my superbowl I waited so long for US open weight models to be relevant again. Before today the US models were still behind Chinese models from as early as Feb. 2026. Still more work to do! This cut the gap by at least half, in time (say 3 months)
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    111 likes · 14 reposts
  9. @natolambert research ·
    6 likes · 0 reposts