Kimi K2

Kimi K2 focuses on careful step-by-step analysis without heavy latency. It follows instructions precisely, keeps multi-document and long chats coherent, and handles software tasks from code generation to debugging with clear explanations. The model integrates with retrieval so answers can be grounded in your data, returns schema-true JSON for automation, and calls tools to search, run code, or query services during a response. Streaming keeps apps responsive, quantization helps control cost, and alignment favors safe, consistent behavior for customer-facing use.