alibaba/rtp-llm

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

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

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

A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.

FlashInfer: Kernel Library for LLM Serving

Fast, flexible LLM inference

TokenSpeed is a speed-of-light LLM inference engine.

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.

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.