run-train
CommunityConservative training with verifiable outputs
Authorlllllllama
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Safely execute a chosen deep learning training command and collect progress evidence.
Core Features & Use Cases
- Conservative execution of a selected training command with startup, short-run, and resume verification.
- Capture and normalize evidence into train_outputs (e.g., SUMMARY.md, COMMANDS.md, LOG.md) for reproducibility and auditing.
- Supports startup_verification, short_run_verification, full_kickoff, and resume modes, while recording completed_steps, best_metric, and checkpoints.
Quick Start
Provide a conservative run of the selected training command and generate train_outputs with summary and logs.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: run-train Download link: https://github.com/lllllllama/ai-research-workflow-skills/archive/main.zip#run-train Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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