vLLM
High-throughput inference server with PagedAttention
Linux + NVIDIA GPU primary; AMD ROCm + CPU also supportedApache 2.0
vLLM is the production-leaning local server — PagedAttention for memory efficiency, continuous batching for high throughput, OpenAI-compatible REST API. Common pairing with on-prem deployments serving a small team's chatbot or coding assistant.
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