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