Making large AI models cheaper, faster and more accessible

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Port of OpenAI's Whisper model in C/C++

Cross-platform, customizable ML solutions for live and streaming media.

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

ncnn is a high-performance neural network inference framework optimized for the mobile platform

🎨 The exhaustive Pattern Matching library for TypeScript, with smart type inference.

Faster Whisper transcription with CTranslate2

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Large Language Model Text Generation Inference

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

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

Runtime type system for IO decoding/encoding

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Superduper: Bring AI to your database! Integrate AI models and workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting, training and vector search.

An easy to use PyTorch to TensorRT converter

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and …