FAI Fine-Tuning Workflow Builder

Fine-Tuning Workflow builder — Azure OpenAI fine-tuning, JSONL data preparation, LoRA/QLoRA techniques, MLflow experiment tracking, evaluation-driven iteration, and A/B deployment.

Overview

Property	Value
Type	Agent
File	`agents/fai-play-13-builder.agent.md`
Tools	codebase, terminal, azure
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`operational-excellence`, `cost-optimization`, `responsible-ai`
Compatible Plays	`13-fine-tuning-workflow`
Lines	46

Usage

In VS Code (GitHub Copilot)


@fai-play-13-builder How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-play-13-builder.agent.md"]
  }
}

Source

GitHub: agents/fai-play-13-builder.agent.md
Edit: Edit on GitHub →

Auto-generated from the FrootAI primitive catalog . Last updated: 2026-04-20.