Andrew Fairless, Ph.D.
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What I Read: LLM Inference.
Posted on :: Tags: large language model, transformer, attention, GPU, distributed computing, latency, throughput, token, cache, Torch, PyTorch, queue, benchmark

https://www.aleksagordic.com/blog/vllm
Inside vLLM: Anatomy of a High-Throughput LLM Inference System
Aleksa Gordic
August 29, 2025
"...I'll gradually introduce all of the core system components... that make up a modern high-throughput LLM inference system. In particular I'll be doing a breakdown of how vLLM works."