Qwen 27B Achieves Doubled Token Speed and Low VRAM KV Cache

Core summary

One sentence to understand this update

Qwen3.6-27B Q4_K_M demonstrates impressive performance on an RTX 3090, achieving 38.6 tok/s with 256K context and only 72 MiB resident KV cache, without sacrificing accuracy.

Impact & opportunity

What this could mean

This optimization allows developers to run powerful models like Qwen 27B with larger contexts and higher speeds on consumer-grade hardware, expanding local inference possibilities.