Alibaba Cloud Big Data AI Platform

Sep 17, 2024 · Artificial Intelligence

Boosting LLM Inference: How NanoFlow Doubles Throughput

The article introduces NanoFlow, a novel service framework that leverages intra‑device parallelism, operation‑based pipelining, and async scheduling to significantly improve large language model serving throughput, achieving up to 1.91× higher performance while integrating with Alibaba Cloud PAI.