| name | fine-tuning-prep |
| description | Prepare datasets for fine-tuning with quality filtering, deduplication, and formatting |
| category | AI Agents |
Fine Tuning Prep
Overview
Prepare datasets for fine-tuning with quality filtering, deduplication, and formatting. This skill helps you apply structured, repeatable methods for consistent results.
When to Use
- When you need to apply fine tuning prep best practices
- When establishing processes or standards for your workflow
- When training team members on fine tuning prep
- When automating or optimizing fine tuning prep tasks
Instructions
- Assess: Evaluate the current state, requirements, and constraints
- Plan: Define the approach, steps, and success criteria
- Execute: Follow the established patterns and best practices
- Verify: Check results against expected outcomes and quality standards
- Iterate: Refine based on feedback and lessons learned
Examples
User: Help me apply fine tuning prep for my current project
Assistant: I'll help you apply fine tuning prep step by step...
Related Skills
- Use with
workflow tool for orchestrated execution
- Combine with
task tool for delegated processing
- Reference
system-prompt for system-level integration