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Muse Spark Open 816B A42B

Parameters

816B

Context Length

-

Modality

Text

Architecture

-

KV Cache Rate

128 KB/tok

License

other

Release Date

15 Sept 2026

Knowledge Cutoff

-

API Pricing (per 1M)

Input: $1.25 · Output: $4.25

Hardware Sizing

Precision

Context

Workload Memory: 1523.42 GB

FP16 · 8K context

Base Weights: 1519.92 GB

KV Cache: 1.00 GB

Runtime & Graphs: 2.50 GB

Minimum Required Hardware

Cluster: 16x NVIDIA H200 141GB

1523.4 / 2030.4 GB usable · TP 8 · PP 2

Determine requirements for datacenter hardware:

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Architecture Diagram

Input TokensToken Embeddingx N layersNormPre-AttentionSelf-Attention+NormPre-FFNFeed-Forward NetworkActivation+Final NormOutput Logits

Evaluation Benchmarks

Rank

#82

BenchmarkScoreRank

Web Development

WebDev Arena
max

1526

48

0.74

51

0.60

58

0.74

59

0.58

61

LiveBench Average

LiveBench Average

0.58

61

Intelligence Index

Artificial Analysis
max

0.25

108

Rankings

Overall Rank

#82

Coding Rank

#61

About Muse Spark Open 816B A42B

Muse Spark Open 816B A42B is a massive mixture-of-experts open foundation model developed by Meta. It activates 42B parameters per token to deliver frontier reasoning and multimodal language performance.

Technical Specifications

About Muse Spark

The Muse Spark model family developed by Meta.


Other Muse Spark Models