#batching

LitServe boosts FastAPI's capabilities, enabling AI model serving at twice the speed through features such as batching, streaming, and GPU autoscaling. It supports diverse model types, including LLMs, PyTorch, JAX, and TensorFlow, offering both self-hosting and managed deployment options. Engineered for scalable and enterprise-grade performance, LitServe facilitates the construction of compound AI systems, integrating seamlessly with vLLM for comprehensive AI model management.