home/categories/framework-internals/orchestra-research-ai-research-skills-08-distributed-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
Orchestra-Research
更新日 11/20/2025
スター
6563
フォーク
515
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.
インストール
$ install --globalskills.sh
使い方
インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます：
skills use pytorch-lightning