running-a-big-llm-across-multiple-gpus-with-vllm

[giscus[bot]]

running-a-big-llm-across-multiple-gpus-with-vllm

A runbook for serving a model too big for one GPU: download to serving in seven steps, with every vLLM flag, startup log line and real error explained, plus tensor, pipeline and expert parallelism benchmarked head to head on a 235B model across four RTX PRO 6000 cards.

https://blog.kubesimplify.com/running-a-big-llm-across-multiple-gpus-with-vllm