Run a performance-focused inference engine with continuous batching and an OpenAI-compatible server for production model serving.
Best for: GPU-backed inference APIs, model teams, and high-throughput workloads.
What vLLM gives you
- High-throughput model serving
- OpenAI-compatible API server
- Efficient batching and memory management
Popular ways to use it
- Serve an open model to applications
- Build a private inference endpoint
- Support concurrent generation workloads
Choose resources for your workload
A compatible NVIDIA GPU is strongly recommended for practical production inference.
Every ARPHost AI application VPS includes one public IP address, configurable vCPU, memory and NVMe storage, and deployment in Tampa, Florida. You select the final resources during checkout.