deepspeedai/DeepSpeed-MII

A high-throughput and memory-efficient inference and serving engine for LLMs

Tile-Based Runtime for Ultra-Low-Latency LLM Inference

FlashInfer: Kernel Library for LLM Serving

High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

Fast, flexible LLM inference

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.

The Triton Inference Server provides an optimized cloud and edge inferencing solution.