MindSpore Transformers

Introduction

  • Quick Start
  • Overall Structure
  • Model Support Library

Installation

  • Installation Guide

Training Guide

  • Training Guide

Function Features

  • Function Overview
  • Starting Tasks
  • Configuration File Description
  • Logs
  • Datasets
  • Hyperparameters and Optimizers for Training
  • Distributed Parallel Training
  • Training Graphics Memory Optimization
  • Weight Saving and Loading
  • Resumable Training
  • Training Metric Monitoring and Profiling
  • Other Training Features
  • Static Graph Features

Environment Variables

  • Environment Variables

Contribution Guide

  • MindSpore Transformers Contribution Guidelines
  • Modelers Contribution Guidelines

FAQ

  • Model-Related FAQ
  • Feature-Related FAQ

Static Graph Implementation (Deprecated)

  • Overall Structure
  • Full-process Guide to Large Models
  • Features
  • Advanced Development
    • Advanced Development Overview
    • Large Model Precision Optimization Guide
    • Large Model Performance Optimization Guide
    • Development Migration
    • Guide to Using the Inference Configuration Template
    • Comparison of Reasoning Precision
    • Comparing the Model Precision with that of Megatron-LM
    • Training Configuration Template Instruction
    • Weight Conversion Development Adaptation
    • API
      • mindformers
      • mindformers.core
      • mindformers.dataset
      • mindformers.generation
      • mindformers.models
      • mindformers.modules
      • mindformers.pet
      • mindformers.pipeline
      • mindformers.tools
      • mindformers.wrapper
  • Excellent Practice
  • Environment Variable Descriptions
MindSpore Transformers
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  • Advanced Development »
  • API
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API

  • mindformers
  • mindformers.core
  • mindformers.dataset
  • mindformers.generation
  • mindformers.models
  • mindformers.modules
  • mindformers.pet
  • mindformers.pipeline
  • mindformers.tools
  • mindformers.wrapper
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