vLLM vs TGI vs Triton Inference Server: Choosing the Right LLM Serving Framework
A practical comparison of vLLM, HuggingFace TGI, and NVIDIA Triton Inference Server for production LLM deployment — covering throughput, latency, quantization support, multi-GPU serving, and when to use each.