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1. When to Customize a Model2. Evaluation of Customized Models
Evaluation of Customized Models
๐ Fine-Tuning and Customizationโฑ 11 minโญ 90 XP
Quality and Safety Gatekeeping
Evaluate customized models on task quality, safety behavior, latency, and cost impact. A quality gain that increases risk is not a production win.
- Use held-out test sets and adversarial prompts.
- Compare against baseline and routing alternatives.
- Track drift post-deployment.
๐งช Knowledge CheckPress 1-4 to select1 of 2
A valid model customization launch requires:
Higher quality only
Quality + safety + latency + cost validation
No baseline comparison
No monitoring