Individual skill

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.

tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/distributed-training-pytorch-lightning/SKILL.md

Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8

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Observed behavior

Network or broad shell

Last checked

Nov 9, 2026

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