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.