Practical deployment guide for Kimi K3's open-weight release. Covers downloading from Hugging Face, hardware requirements, vLLM setup with KDA attention, OpenAI-compatible API serving, and data sovereignty benefits.

Closed systems create friction that hinders adoption and customization. Kimi K3's recent release suggests that the market may ultimately favor open architectures.

Moonshot AI releases Kimi K3, a 2.8 trillion parameter open-source model, intensifying the US-China AI competition and reshaping the market