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Meta Open-Sources Muse Spark Open Weights, Partners With Apple for Local Runs

10/16/2026 — 10/16, 03:22·13 sources (all)·17 reports (all)·In the 2026-10-16 briefing

Key takeaways

  • Meta has released the Muse Spark Open weights under the Muse Model License on Hugging Face. The 816B-parameter MoE model, with 42B active pa…

Background & analysis

On October 16, 2026, Meta made one of its new AI models available for developers to download and modify while keeping its most advanced technology closed, a move Bloomberg reported was aimed at turning its AI investments into revenue. The same day, a release post on r/LocalLLaMA announced Muse Spark Open, described as the most capable US open-weight model to date and built for coding and agentic work, with strengths in long-horizon tasks, complex software engineering, and multi-step reasoning. The stated specs were 816B total and 42B active parameters, a 1M-token context window, and support for text, image, video, and audio, with additional safety post-training under Meta's Superintelligence Scaling Framework. Techmeme relayed Meta AI Research's statement that the model was available that day and brought desktop agentic capabilities for the first time on Apple M5 Ultra Mac Studios.

CNBC then reported that Meta said it worked with Apple to make Muse Spark Open run locally on M5 Ultra Mac Studios, letting users pair two to four Studios for coding or agentic work. Both companies confirmed the collaboration but gave no timeline, supported hardware configurations, or performance figures. CNBC also noted that with John Ternus taking the reins at Apple, the long-time rivals were finding common ground in AI. Also that day, Baseten listed the model as an 816B open-weight omnimodal model optimized for coding agent workflows with a 1M-token context, and Together AI announced it was a Day 0 launch partner, describing the model as built for long-running agentic coding workflows that keep entire codebases in context. Together AI said it supports multi-file refactors, debugging, and long-running tasks, accepts audio, audio-video, image, and document input, is agentic from the ground up, browses the web, spawns and coordinates subagents, and uses computer-use capabilities across desktop, mobile, and browser, stating intent before acting. Together AI also made it available through its serverless inference service. These capability claims come from the vendors and have not been independently verified.

The PyTorch blog said Meta released the weights for Muse Spark Open, available that day on Hugging Face under the Muse Model License. The NVIDIA Developer Blog described it as a coding-optimized 816B mixture-of-experts model with 42B active parameters and a 1M-token context wi

AI-generated from 13 reports · updated 1 hour ago

Latest turnThe Decoder reports that Meta released Muse Spark Open, an 816B-parameter open-weight model that handles text, images, video and audio with up to 1M tokens of context. It is said to perform roughly on par with the strongest Chinese open-weight models on benchmarks and is optimized to run locally on Apple's M5 Ultra.

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Reports on this story headlines open the original

Today
  1. The Decoder reports that Meta released Muse Spark Open, an 816B-parameter open-weight model that handles text, images, video and audio with up to 1M tokens of context. It is said to perform roughly on par with the strongest Chinese open-weight models on benchmarks and is optimized to run locally on Apple's M5 Ultra.

    The DecoderAI score 62
  2. The Verge reports that Meta announced Muse Spark Open, calling it the most capable US open-weight model to date. Meta also says it is the first model in its class able to run on a desktop, specifically on two Apple M5 Ultra Mac Studios using the latest MLX framework.

    The Verge · AIAI score 66
  3. Meta released Muse Spark Open, an open-weight model with 816 billion parameters and a 1M-token context window aimed at coding and agent tasks; developers can download the weights and run or customize them on compatible hardware and inference frameworks. The more capable Muse Wonder series remains closed.

    华尔街见闻AI score 71
  4. Meta has published the weights for Muse Spark Open, a coding and agent model it says is less capable than its frontier Muse Wonder model launched Monday. Chief AI officer Alexandr Wang said Meta will generally not open-source its most powerful models for safety and capability reasons, while still releasing good open models. Bloomberg reported the weights are on Hugging Face, Amazon SageMaker AI and Google Cloud Model Garden.

    The Next WebAI score 54
  5. Meta has launched Muse Spark Open, a coding-optimized 816B mixture-of-experts model with 42B active parameters and a 1M token context window that can hold an entire project. Trained on NVIDIA GB300 NVL72 for agentic coding workflows, it ships with Meta-generated NVFP4 checkpoints tuned for Blackwell Ultra to shrink the memory footprint of all 816B parameters and lower cost per token.

    NVIDIA Developer BlogFirst-partyAI score 76
  6. Meta is releasing the weights for Muse Spark Open, which it calls the most capable US open-weights model to date, available today on Hugging Face under the Muse Model License. The announcement was published on the official PyTorch blog.

    PyTorch BlogFirst-partyAI score 72
  7. Together AI says Meta's Muse Spark Open is now available through its serverless inference offering, giving developers a high-throughput, managed production path for agentic coding and multimodal workloads. Developers can start building on it directly through the platform.

    X:Together AI (@togethercompute)First-partyAI score 46
  8. Together AI describes Muse Spark Open as 'agentic from the ground up': it browses the web, spawns and coordinates subagents, and uses computer-use capabilities across desktop, mobile and browser. The model states its intent before acting so users can see what it is doing and why.

    X:Together AI (@togethercompute)First-partyAI score 45
  9. Together AI lists what Muse Spark Open brings: it handles multi-file refactors, debugging and long-running tasks, holds entire projects in a 1M context window including dependencies and legacy code, and accepts audio, audio-video, image and document input. These are vendor claims that have not been independently verified.

    X:Together AI (@togethercompute)First-partyAI score 53
  10. Together AI says Muse Spark Open is now live on its platform and that it is a Day 0 launch partner for the model from Meta. Together describes it as the most capable US open-weights model to date, built for long-running agentic coding workflows that keep entire codebases in context.

    X:Together AI (@togethercompute)First-partyAI score 53
  11. Apple and Meta are collaborating to make the Muse Spark Open model easier to run locally on clustered Mac Studio systems, CNBC reports. Both companies confirmed the work, but no timeline, supported hardware list, or performance figures were given. The collaboration would let teams run the model on Apple hardware instead of cloud infrastructure.

    CNBC · 科技AI score 57
  12. TestingCatalog reports that Meta's open-weight Muse Spark Open (Muse-Spark-Open-816B-A42B) is now available on Hugging Face. The mixture-of-experts model has 42B active and 816B total parameters with a 1M-token context window, and is built for agentic and coding workflows.

    X:TestingCatalog (@testingcatalog)AI score 73
  13. Baseten has made Muse Spark Open available on its platform: an 816B open-weight omnimodal model built for coding agent workflows with a 1M token context. Developers can run coding and agent tasks on it directly through Baseten.

    Baseten BlogAI score 72
  14. Meta says it worked with Apple to make Muse Spark Open run locally on M5 Ultra Mac Studios, with users able to pair two to four of the machines for coding or agentic work, per CNBC. CNBC notes the longtime rivals are finding common ground in AI as John Ternus takes the reins at Apple.

    TechmemeAI score 60
  15. Meta AI Research released Muse Spark Open, which it calls the most capable US open-weight model, with 816B total and 42B active parameters and a 1M-token context window. The model is available today and brings leading agentic capabilities to the desktop for the first time on Apple M5 Ultra Mac Studios.

    TechmemeAI score 74
  16. A post on r/LocalLLaMA announces Muse Spark Open, described by its makers as the most capable US open-weight model to date and built for coding and agentic work. The stated specs are 816B total parameters with 42B active, a 1M-token context window, and text, image, video, and audio input, plus extra safety post-training run under Meta's Superintelligence Scaling Framework. The capability and ranking claims come from the release post itself.

    Reddit · LocalLLaMAAI score 55
  17. Meta Platforms has released one of its new AI models for developers to download and modify, according to Bloomberg, while keeping its most advanced technology closed. The move is described as an effort to convert the company's AI investments into revenue.

    Bloomberg TechnologyAI score 56

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