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Muse Spark Open: Meta releases an 816B open-weight model

816B total, 42B active, 1M context, weights under the Muse Model License.

Meta released the weights for Muse Spark Open on October 15, 2026. It is an open-weight sparse mixture-of-experts model with 816B total and 42B active parameters and a 1M-token context. Meta says it is built for coding and agent work.

What changed

  • Weights are on Hugging Face in two checkpoints: meta-models/Muse-Spark-Open-816B-A42B (BF16) and meta-models/Muse-Spark-Open-816B-A42B-NVFP4.
  • The license is the Muse Model License, which Meta describes as having limited commercial terms. Hugging Face downloads need an access request.
  • Input is text, image, video and audio. Output is text.
  • vLLM shipped day-0 support, with prebuilt images for Nvidia and AMD.
  • Meta names Baseten, Fireworks AI, Groq, Modal, Nebius, OpenRouter and Together AI as API partners.

Checkpoint sizes

Meta's figures for the weight files alone, before KV cache and runtime overhead:

CheckpointWeight footprint
BF16About 1.65 TB
NVFP4About 537 GB

Pricing

OpenRouter lists Muse Spark Open at $1.25 input and $4.25 output per million tokens, with cache reads at $0.15.

RouterPlus lists it on 2 providers. Prices per million tokens, from the live catalog on October 31, 2026:

ProviderInputCached inputOutput
Nebius$1.25$0.15$4.25
Doubleword$1.25$0.15$4.25

What to do

  • On RouterPlus, the model ID is meta/muse-spark-open, called with one API key at https://api.routerplus.com/v1. Sign up at app.routerplus.com/login and call the API right away.
  • RouterPlus does not have a Muse Spark Open model page yet. Browse every model on the RouterPlus models page.

Sources

  1. Meta AI Research: Introducing Muse Spark Open
  2. Muse Spark Open model card on Hugging Face
  3. Meta docs: Get the model
  4. vLLM blog: Day 0 support for Muse Spark Open
  5. OpenRouter: Muse Spark Open
  6. RouterPlus model catalog