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Scalable deep-learning training with PyTorch Lightning — organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, build data pipelines and callbacks, log to W&B or TensorBoard, and run distributed training (DDP, FSDP, DeepSpeed). Use when structuring PyTorch training loops, scaling neural-network training across GPUs/TPUs, or adding checkpointing, logging, and distributed strategies. Part of the AlterLab Academic Skills suite.

Install

npx skills add AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-pytorch-lightning -a claude-code

Installs to .claude/skills/alterlab-pytorch-lightning/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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