LLM Inference High-performance inference engines for serving large language models. --- Engine Comparison | Engine | Best For | Hardware | Throughput | Setup | |--------|----------|----------|------------|-------| | vLLM | Production serving | GPU | Highest | Medium | | llama.cpp | Local/edge, CPU | CPU/GPU | Good | Easy | | TGI | HuggingFace models | GPU | High | Easy | | Ollama | Local desktop | CPU/GPU | Good | Easiest | | TensorRT-LLM | NVIDIA production | NVIDIA GPU | Highest | Complex | --- Decision Guide | Scenario | Recommendation | |----------|----------------| | Production API serve…