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training-run-triage

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Diagnose machine learning training runs for quality and performance issues.

Data & Analytics#machine learning#diagnosis#performance analysis#triage#training run
AuthorKirillKlem
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a comprehensive analysis of machine learning training runs, identifying issues such as instability, inefficiency, and degradation, and recommending next steps for improvement.

Core Features & Use Cases

  • Training Run Analysis: Analyze logs, metrics, artifacts, config, and system telemetry to diagnose issues in training runs.
  • Triage Report: Generate a detailed report with findings, recommendations, and evidence-based insights.
  • Use Case: When a user encounters a problematic training run, this Skill can be used to understand the root cause and suggest solutions.

Quick Start

Analyze the training run logs for the experiment with ID '12345'.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

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Please help me install this Skill:
Name: training-run-triage
Download link: https://github.com/KirillKlem/codex-skills/archive/main.zip#training-run-triage

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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