Moondream 3.1: MoE-based Vision Language Model Released

·2026.07.13 03:40

Key point

Moondream 3.1, a model that applies MoE architecture to boost efficiency and performance, has been released.

Details

Moondream 3.1 is a vision language model (VLM) that adopts a Mixture-of-Experts (MoE) architecture. It has 9B total parameters, with only 2B parameters activated during inference, enabling fast and cost-effective deployment.

Key features are as follows:

Provides SOTA-level visual reasoning and detection performance
Natively supports Query, Detect, Point, Caption capabilities
All features return Structured Output, making it developer-friendly by design

multimodal moe vision-language-model open-source-ai moondream

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