Build PyTorch training code that scales.
Guides the creation of structured PyTorch training code with reusable data pipelines and scalable training configurations.
When to use it
Use when building neural networks with PyTorch Lightning or configuring their data pipelines, callbacks, logging, and distributed training.
It changes how the agent organizes and implements PyTorch model definitions, training loops, evaluation hooks, and optimizer configuration.
What you provide
Requires Python 3.10 or newer.
The guide targets lightning 2.6.6 and provides its installation command.
This skill
https://arxiv.org/abs/2609.00065
Fetches the author's paper record
lightning
Installs the lightning package