train-debug
CommunityDiagnose and fix ML training issues fast.
AuthorGonglitian
Version1.0.0
Installs0
System Documentation
What problem does it solve?
ML training often encounters crashes, non-converging losses, NaN/Inf gradients, OOM, and slowdowns that block progress. This skill provides a structured diagnostic workflow to identify root causes and guide efficient fixes.
Core Features & Use Cases
- Structured triage workflow that maps symptoms to root causes and recommended actions.
- Category-specific diagnosis with concrete fixes, verification steps, and best practices for multi-GPU training.
- Clear guidance for producing reproducible results and validating fixes in production-like pipelines.
Quick Start
Describe the observed issue, run triage steps to identify root cause, and apply a safe, incremental fix while verifying results.
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: train-debug Download link: https://github.com/Gonglitian/agent-skills/archive/main.zip#train-debug Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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