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Meta releases Muse Spark Open, an 816B open-weight model for coding and agents

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Meta has released Muse Spark Open, which NVIDIA AI describes as the most capable US open-weight model to date. The model has 816B total parameters with 42B active, a 1M-token context window, and native support for text, image, video, and audio. Meta also published NVFP4 checkpoints optimized for Blackwell Ultra, which NVIDIA says deliver over 50K tokens/sec/GPU.

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And @AIatMeta went live with Muse Spark Open!

The 816B model was trained on NVIDIA GB300 NVL72. Its 1M-token context window gives coding agents room to work across large codebases.

Meta also produced NVFP4 checkpoints optimized for Blackwell Ultra, delivering over 50K tokens/sec/GPU to improve throughput and lower cost per token.

Congrats to the @Muse team.

More in our blog: https://nvda.ws/4B8d9g4
NVFP4: https://huggingface.co/meta-models/Muse-Spark-Open-816B-A42B-NVFP4

AI at Meta@AIatMeta
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
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Source: NVIDIA AI · x.comPublished