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lib-pytorch-lightning

Official

Scalable deep learning with PyTorch Lightning.

Software Engineering#scalability#deep learning#framework#training#pytorch#neural networks
Authorbiomaps-infra
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill streamlines the development and scaling of deep learning models by organizing PyTorch code and automating complex training workflows, reducing boilerplate and accelerating research.

Core Features & Use Cases

  • Organized Model Development: Structure PyTorch code into reusable LightningModules and LightningDataModules.
  • Automated Training: Configure Trainer for multi-GPU/TPU training, mixed precision, and distributed strategies (DDP, FSDP, DeepSpeed).
  • Use Case: Train a large language model efficiently across multiple GPUs by leveraging PyTorch Lightning's distributed training capabilities and automated optimization.

Quick Start

Use the lib-pytorch-lightning skill to set up a basic PyTorch Lightning training loop with a LightningModule and Trainer.

Dependency Matrix

Required Modules

None required

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: lib-pytorch-lightning
Download link: https://github.com/biomaps-infra/blender-opencode/archive/main.zip#lib-pytorch-lightning

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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