MyPrivateClaw
vLLM — High-throughput production inference server for local LLMs
vLLM is the de facto standard inference server for teams moving beyond Ollama into production. Built at UC Berkeley, it implements PagedAttention for near…
Category
local-llm
Why it matters
vLLM is the de facto standard inference server for teams moving beyond Ollama into production. Built at UC Berkeley, it implements PagedAttention for near zero KV cache waste and achieves 10–24x higher throughput than naive HuggingFace Transformers serving. Supports OpenAI compatible API, continuous batching, tensor parallelism across multiple GPUs, and LoRA adapters. The go to choice for private cloud deployments o…
Best for
Linux GPU and multi user throughput track; macOS remains experimental