LitServe is an easy-to-use, flexible serving engine for AI models built on FastAPI. It augments FastAPI with features like batching, streaming, and GPU autoscaling eliminate the need to …

LitServe is a flexible serving engine for AI models built on FastAPI. Features like batching, streaming, and GPU autoscaling eliminate the need to rebuild a FastAPI server per model.

Use <code class="inline-code">LitServer</code> to handle the infrastructure side of serving models: scaling requests, batching inputs, streaming responses, and managing GPU …

LitServe is an easy-to-use, flexible serving engine for AI models built on FastAPI. It augments FastAPI with features like batching, streaming, and GPU autoscaling eliminate the need to …

2024年10月21日 · What is LitServe? LitServe is an AI model serving engine by Lightning AI, the company behind PyTorch Lightning. LitServe can not only serve LLMs but any AI model that …

2024年9月3日 · LitServe is a powerful yet lightweight tool developed by Lightning AI that enables you to deploy machine learning models as web services with minimal setup.

2024年8月27日 · LitServe 针对 AI 工作负载进行了优化，具有专门的多任务处理功能，速度比 FastAPI 至少 提高 2 倍。 借助批处理和 GPU 自动缩放等附加功能，LitServe 可以高效扩展， …

LitServe is a flexible serving engine for AI models built on FastAPI. Features like batching, streaming, and GPU autoscaling eliminate the need to rebuild a FastAPI server per model.

Welcome to the LitServe Examples repository! This repository contains a collection of example applications built using LitServe, a high-performance AI model serving engine.

2024年8月27日 · Enter LitServe, a groundbreaking framework that’s set to revolutionize how we deploy and scale API’s. LitServe is the brainchild of Lightning AI, the team behind PyTorch …