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ray-train

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.

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Install

armory install ray-train --cli claude

writes the skill into.claude/skills/ray-train/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/ray-train/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.

When to use it

Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.

How to install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/distributed-training-ray-train/SKILL.md -o .claude/skills/distributed-training-ray-train/SKILL.md

Notes

Extracted from davila7/claude-code-templates, distributed-training-ray-train category.