Old Zhang's AI Learning

Jan 29, 2026 · Artificial Intelligence

Exploring Kimi K2.5 Quantized Models: Deployment Tips, Hardware Requirements, and Performance Benchmarks

The article reviews the newly released quantized versions of the Kimi K2.5 large language model, detailing hardware needs, recommended quantization levels, deployment steps on Apple MLX and Inferencer, performance numbers, and the model's hybrid thinking mode.