Deploying a Multi-Node LLM on an HPC Cluster with vLLM скачать в хорошем качестве

Deploying a Multi-Node LLM on an HPC Cluster with vLLM

Hello, Everyone. In today's video we will learn how to use multiple HPC nodes to deploy an LLM with the help of vLLM. This is extremely handy in pooling resources that would otherwise not be working together. Here, I show how to pool the resources of 4 compute nodes, each with a single A30, so they work together to serve Qwen3-30B-A3B to an OpenWebUI front end. This covers how to allocate resources with `salloc` from slurm to configuring the docker/podman container and launching the containers. This is an ideal solution for institutions that need to maintain data privacy (e.g., HIPAA) and avoid expensive cloud service fees. Let me know if you would like a GitHub page with all of the code for easy reproducible.