Developer Optimizes vLLM and LFM for Significant Throughput Gains

Developer ZachMueller optimized the vLLM nightly build, increasing throughput from 39.5 to 47 tokens per second. The optimized LFM model outperformed Haiku in stability and dynamic output formatting, achieving a 3x performance improvement as an MCP caller.

2026-07-07 ~ 2026-07-07 · 3 related posts

• 优化后LFM作为MCP调用方性能达约3倍 — TheZachMueller · 2026-07-07
• vLLM夜间版优化让吞吐从39.5提至47 tok/s — TheZachMueller · 2026-07-07
• 实测:LFM可中途改输出格式,Haiku难以稳定做到 — TheZachMueller · 2026-07-07