vLLM on a Mac
High-throughput LLM inference server (OpenAI-compatible) · AI / LLMs
vLLM is a fast LLM inference and serving engine; PagedAttention and continuous batching give high throughput for production serving. pip install vllm, then vllm serve exposes an OpenAI-compatible API on :8000 (/v1/chat/completions) you can point LibreChat, OpenCode or the Model Costs pane at. Best on CUDA GPUs; on Apple Silicon prefer MLX-LM. Models pull from Hugging Face.
Run vLLM with FrontierStack
Install or connect vLLM; then check its status, ports and certificate from FrontierStack. The same screen links to firewall checks, Malware Audit and backups where they apply.
Run it from your Mac.
FrontierStack installs, monitors and secures services on this Mac and on linked servers.
Download FrontierStackApple notarized · Safe & secure · macOS 13 Ventura+