home/categories/framework-internals/math-inc-opengauss-skills-mlops-training-pytorch-lightning-skill-md
framework-internalsdevelopment
pytorch-lightning
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.
maintainer
math-inc
Updated 3/19/2026
Stars
1165
Forks
96
quick start
Installation and usage
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use pytorch-lightning