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meta-models/Muse-Spark-Open-816B-A42B

Sparse MoE reasoning model with 816B total / 42B active parameters and a 1M-token context, built for long-horizon agentic coding. Native image and video perception, channel-scoped reasoning and tool calls via the `musespark1x` parsers, and an optional DSpark draft model for speculative decoding.

MXFP4 and BF16 on one 8-GPU node: TP + expert parallel with DSpark for interactive serving, TP + expert parallel alone for peak MXFP4 throughput

vLLMmoe816B / 42B1,048,576 ctxvLLM 0.33.0+textmultimodal
02 / Configure

Configure serving

Choose engine, hardware and deployment options. The command updates as you go.

03 / Understand

Technical notes

Model notes and examples