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Moonshot releases Kimi K2.5, an open multimodal model with an agent swarm mode

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Moonshot AI released Kimi K2.5, an open-weights native multimodal agentic model built by continued pretraining on about 15 trillion mixed visual and text tokens on top of Kimi K2, with instant and thinking modes. A research-preview swarm mode splits tasks across up to 100 sub-agents working in parallel.

Why it matters

Chinese open models now include agents that coordinate many sub-agents, available for anyone to download.

When
27 Jan 2026
ID
WTA-N-2026-0188
Where
China
Who
Moonshot AI

Summary by wheresthe.ai, from Hugging Face and the reporting credited above. Checked against the source on 10 Oct 2026.

Source copy: download the page as saved on 18 Oct 2026 (PDF). Also held by the Internet Archive.

Next stop on this Storyline: Led toMoonshot releases Kimi K2.6, scaling its agent swarm to 300 sub-agents

Cite this story

WTA-N-2026-0188: “Moonshot releases Kimi K2.5, an open multimodal model with an agent swarm mode.” wheresthe.ai, 27 Jan 2026. https://wheresthe.ai/d/cn-moonshot-kimi-k2-5-release-2026-01/ (source: Hugging Face: moonshotai/Kimi-K2.5).

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