DockerNVIDIA GPUsHugging Face Hubcurl/OpenAI clientintermediate30 min
HuggingFace TGI + vLLM inference serving
Production-grade LLM serving with continuous batching, OpenAI-compatible API, quantization, multi-GPU support for agentic workflows.
Prerequisites
- →Docker
- →NVIDIA GPU (or AMD/Intel variants)
- →Hugging Face account/token for gated models
- →sufficient VRAM (e.g.
- →16GB+ for 7B models).
Further reading