MindSpore

Start

  • Overall Structure
  • Models

Quick Start

  • Installation
  • Calling Source Code to Start

Usage Tutorials

  • Development Migration
  • Pretraining
  • Supervised Fine-Tuning (SFT)
  • Parameter-Efficient Fine-Tuning (PEFT)
  • Evaluation
  • Inference
  • MindIE Service Deployment
  • Quantization
  • Dynamic Graph Parallelism

Function Description

  • Weight Format Conversion
  • Distributed Weight Slicing and Merging
  • Distributed Parallelism
  • Dataset
  • Weight Saving and Resumable Training

Precision Optimization

  • Large Model Accuracy Optimization Guide

Performance Optimization

  • Large Model Performance Optimization Guide

API

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

Appendix

  • Environment Variable Descriptions
  • Configuration File Descriptions

FAQ

  • Model-Releated
  • Function_releated
  • MindFormers Contribution Guidelines
  • Modelers Contribution Guidelines
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