Case Study: Millisecond Latency using Hugging Face Infinity and modern CPUs

this case study proves that with the right tooling, you don't need a monster GPU farm for reasonable inference speed. using Hugging Face Infinity orchestration lets you optimize model loading and batching across commodity CPUs. the latency isn't about the model size; it's about efficient memory access and optimized kernel execution.