I Profiled LLM Inference From First Principles — Here’s What I Found
中文摘要
本文深入分析了大语言模型推理性能瓶颈，从第一性原理出发探讨了优化本地RAG系统的关键技术路径。
English Summary
The article analyzes LLM inference bottlenecks from first principles, providing key insights to optimize performance for local RAG systems.
Original Excerpt
“Why is this so slow?” My colleague was frustrated. We work at the same company, and he was building a RAG system with a local LLM running… Continue reading on Medium »