Tag: Distributed Inference

• Supercharging Your Inference of Large Language Models with vLLM (part-2)

  As discussed in part 1 of this blog post vLLM is a high-throughput distributed system for serving large language models (LLMs) efficiently. It addresses the challenge of memory management in LLM serving systems by introducing PagedAttention, an innovative attention algorithm inspired by virtual memory techniques in operating systems. This approach allows for near-zero waste in…

  Alireza Darbehani

  August 10, 2024

  GenAI, Large Language Models, LLM Inference, MLOps

  Distributed Inference, GenAI, large-language-model, llm, llm-serving, Paged Attention