Continuous batching from first principles (2025)
Here's a possible summary for a newsletter: **Continuous Batching: A New Approach to Efficient Model Serving** A recent blog post on Hugging Face explores the concept of continuous batching, a novel approach to optimizing model serving. By allowing models to process requests in continuous batches, rather than traditional batch-by-batch or request-by-request, continuous batching aims to reduce latency and increase throughput. The article discusses the benefits and potential applications of this approach, and is sparking interesting discussions on Hacker News. Check out the full post and join the conversation to learn more! (https://huggingface.co/blog/continuous_batching)