Moondream 3.1-9B-A2B MoE Vision Language Model Released
July 12, 2026
Moondream 3.1 uses a 9B parameter mixture-of-experts architecture with 2B active parameters to enable fast, low-cost visual reasoning. The model natively supports structured outputs for query, detect, point, and caption tasks.
HOW THIS AFFECTS YOU
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builderYou can deploy efficient, low-latency vision reasoning into production using active parameter scaling.
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designerYou can integrate structured visual detection and captioning into new multimodal user interfaces.