Why we write our own C and C++ inference engines

LocalAI has developed 18 custom C and C++ inference engines to avoid heavy dependencies like Python and CUDA, resulting in significantly smaller binaries and predictable memory use. Their vllm.cpp engine matches or exceeds the throughput of the original Python-based vLLM while reducing memory footprint and binary size drastically.