training-check
CommunityMonitor training runs to catch issues early.
AuthortqLi99
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Periodically read WandB metrics during training to catch problems early, preventing wasted GPU hours from unnoticed issues such as NaN, divergence, or idle resources.
Core Features & Use Cases
- WandB metric monitoring and alerting during long-running experiments.
- Configurable check intervals (starting at 10 minutes, increasing when healthy).
- Automatic proceed for healthy runs and a secondary reviewer for ambiguous cases.
Quick Start
Start monitoring a live training run by providing the entity/project/run_id or by deriving it from project notes, and let the skill handle health checks automatically.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: training-check Download link: https://github.com/tqLi99/academic-paper-skills/archive/main.zip#training-check Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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