FAI Fine-Tuning Expert
Fine-tuning and MLOps specialist — LoRA/QLoRA techniques, JSONL training data preparation, Azure OpenAI fine-tuning workflow, hyperparameter tuning, evaluation-driven iteration, and model versioning.
Overview
| Property | Value |
|---|---|
| Type | Agent |
| File | agents/fai-fine-tuning-expert.agent.md |
| Tools | codebase, terminal, azure |
| Model | gpt-4o, gpt-4o-mini |
| WAF Alignment | cost-optimization, operational-excellence, responsible-ai |
| Compatible Plays | 13-fine-tuning-workflow |
| Lines | 172 |
Usage
In VS Code (GitHub Copilot)
@fai-fine-tuning-expert How can you help me?
In fai-manifest.json
{
"primitives": {
"agents": ["../../agents/fai-fine-tuning-expert.agent.md"]
}
}
Source
- GitHub:
agents/fai-fine-tuning-expert.agent.md - Edit: Edit on GitHub →
Auto-generated from the FrootAI primitive catalog. Last updated: 2026-04-20.