Section 01
导读 / 主楼:Llama TurboQuant: A CPU-Efficient Inference Engine Based on KV Cache Compression
Introduction / Main Floor: Llama TurboQuant: A CPU-Efficient Inference Engine Based on KV Cache Compression
Introducing the Llama TurboQuant project, which reduces memory usage by 8x through advanced KV cache compression technology, enabling large language models to run efficiently in a pure CPU environment, supporting 2-4 bit quantization while maintaining high-quality output.