แนวคิดหลัก
PipeRAG improves generation efficiency through pipeline parallelism, flexible retrieval intervals, and performance modeling.
สถิติ
"PipeRAG achieves up to 2.6× speedup in end-to-end generation latency."
"PipeRAG can reduce perplexity by as much as 0.93 compared to RETRO."
คำพูด
"PipeRAG achieves superior efficiency compared to RETRO."
"PipeRAG demonstrates impressive efficiency, achieving up to 2.6× speedup in latency over RETRO."