Inference Endpoints

Hugging Face launched a one-command method to run a vLLM server on its Jobs infrastructure, enabling users to quickly deploy models for testing, evaluation, or batch generation. The feature uses the o…

Synchronous continuous batching in LLM inference causes inefficiency by forcing the CPU and GPU to work sequentially, leaving one idle while the other operates. This idle time can account for nearly a…