meta-models / image-text-to-text Open weights Also via API updated 1 week ago

Muse-Spark-Open-816B-A42B

Params
822.0 B
Context
—
Downloads 30d
5 K
Likes
679
Licence: other Gated — accept licence SAFETENSORS 1 languages View on Hugging Face ↗

Download history

tracking started — chart appears after 7 days of snapshots (5 recorded)
5 K downloads in the last 30 days

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

FileQuantSizeEst. VRAMVerdict on RTX 4090 · 24 GB
model.safetensors bf16 1,644.3 GB 1,932.6 GB ❌ Won’t fit
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Use via API

via OpenRouter · USD per 1M tokens · synced 2026-10-24
$1.25
input / 1M
$4.25
output / 1M
$0.15
cached input / 1M
$5.50
1M in + 1M out
Context window
1,048,576 tokens
Max output
943,718 tokens
Providers
6
Cheapest provider
BaseTen · $1.25 / $4.25
Best throughput
—
AA Intelligence / Coding / Agentic
— / — / —
✓ Tool calling ✓ Reasoning ✓ Structured outputs ✓ Image input ✓ File input ✓ Audio input ✓ Prompt caching

Specifications

Architecture
MuseSparkForConditionalGeneration
Parameters
822.0 B
Tensor type
BF16
Licence
other
First seen on the Hub
2026-09-15
Training datasets
undisclosed
Added to our catalog
2026-10-20
Compare with any image-text-to-text model