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Serving Online Inference with vLLM API on Vast.ai

Let's take an in depth look at vLLM vLLM is an open source framework for Large Language model inference. It specifically focuses on throughput for serving and batch workloads. This is important for building apps for multiple users and at scale. vLLM provides an OpenAI compatible server, which means that you can integrate it into chatbots, and other applications As companies build out their AI products, they often hit roadblocks like rate limits and cost for using these models. With vLLM on Vast, you can run your own models in the form factor you need, but with much more affordable compute. As inference grows in demand with agents and complicated workflows, vLLM on Vast shines for performance and affordability where you need it the most. This guide will show you how to setup vLLM to serve an LLM on Vast. We reference a notebook that you can use here.