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Kimi K2.7 Code

Moonshot AI released Kimi K2.7 Code on July 8, 2026. The registry currently records it as open weights.

Model publication

Open weights

MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts architecture that accepts text and image input, and it always operates in a thinking mode, preserving full reasoning content across multi-turn conversations. With a 256K-token context window, it targets long-horizon coding, agentic task decomposition, and multi-turn dialogue. The model activates 32B parameters out of roughly 1T total.

Licence
other
Architecture
mixture_of_experts
Parameters
1.06T
Context
262.1K tokens
Figure 1: Kimi K2.7 Code
Kimi K2.7 Code (1T) · architecture · Sebastian Raschka · LLM Architecture Gallery

Benchmarks

No benchmark observation recorded for this model.

Weightshuggingface.co/moonshotai/Kimi-K2.7-CodeHugging Facehuggingface.coOpenRouteropenrouter.aiSebastian Raschka LLM Architecture Gallerysebastianraschka.com3 artifacts in the registry, including third-party rebuilds

About the Authors

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