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

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

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。

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.

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。