serving-llms-vllm

Orchestra-Research/AI-Research-SKILLs/12-inference-serving/vllm

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PlatformUniversal

Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.

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