pytorch-lightning
CommunityOrganize PyTorch code with Lightning.
AuthorTianyi-Billy-Ma
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It provides a high-level interface to build clean, scalable training workflows with LightningModule, Trainer, and LightningDataModule.
Core Features & Use Cases
- LightningModule: Organize model code (training/validation/test/predict steps, optimizer)
- Trainer: Automates training across devices, mixed precision, distributed strategies
- LightningDataModule: Encapsulates data preparation, transforms, and loaders
- Callbacks & Logging: Add progress, checkpoints, and logs
- Deployment patterns: Reproducible runs and scalable experiments
Quick Start
Create a LightningModule and a DataModule, then run trainer.fit(model, datamodule=dm) to start training.
Dependency Matrix
Required Modules
torchpytorch-lightning
Components
referencesscripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: pytorch-lightning Download link: https://github.com/Tianyi-Billy-Ma/PyTemplate/archive/main.zip#pytorch-lightning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.