小智 AI 聊天机器人 （XiaoZhi AI Chatbot） 小智国内同步镜像

An Automatic Distributed Deep Learning System

基于飞桨的OCR和文档解析工具库，包含文字识别PP-OCR系列模型、文档解析PP-Structure系列方案和关键信息抽取PP-ChatOCR系列方案

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

TorchAir 支持用户基于PyTorch框架和torch_npu插件在昇腾NPU上使用图模式进行训练和推理

MindScience is scientific computing kits for various industries based on the converged MindSpore framework.

MindSpore Transformers套件的目标是构建一个大模型训练、推理、部署的全流程套件： 提供业内主流的Transformer类预训练模型， 涵盖丰富的并行特性。 期望帮助用户轻松的实现大模型训练。

Omni_Infer is a suite of inference accelerators designed for the Ascend NPU platform, offering native support and an expanding feature set.

BMTrain 是一个高效的大模型训练工具包，可以用于训练数百亿参数的大模型。BMTrain 可以在分布式训练模型的同时，能够保持代码的简洁性。

MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity. At its core, MXNet contains a dynamic dependency scheduler that automatically parallelizes both symbolic and imperative operations on the fly. A graph optimization layer on top of that makes symbolic execution fast and memory efficient. MXNet is portable and lightweight, scaling effectively to multiple GPUs and multiple machines.