Copilot Studio: Choose the Right Model

Key insights

• Copilot Studio: The short shows how to open Copilot Studio and browse available model options quickly.
  It demonstrates switching models to see immediate differences in responses and performance.
• Latency vs capability: Smaller models run faster and cost less, while larger models give more accurate or nuanced answers.
  Pick the model that balances speed and quality for your specific task.
• Temperature and max tokens: The video explains basic tuning settings.
  Use lower temperature for precise, repeatable answers and higher for creative outputs; adjust max tokens to control response length.
• A/B testing: Run the same prompt across models to compare tone, accuracy, and hallucination risk.
  Save sample prompts and results to decide which model fits production needs.
• Safety and model versioning: The clip highlights using system prompts and built-in filters to reduce harmful outputs.
  Keep track of versions so you can roll back if an update changes behavior.
• Deployment and monitoring: Choose the model by use case, monitor latency and cost in real time, and iterate on prompts before publishing.
  Regularly review logs and user feedback to refine the setup.

Keywords

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