What is Model Testing - Interactive Sessions?
What is Model Testing - Interactive Sessions?
Updated on 23 Sep 2025

Model Testing - Interactive Sessions is the next essential step after fine-tuning, designed to validate and evaluate the performance of customized AI models in real-world scenarios. Built into the FPT AI Factory Portal, this feature allows users to interact directly with their fine-tuned models through a simple and intuitive interface.

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Instead of relying solely on static metrics like accuracy or loss, Interactive Sessions provide a dynamic environment where users can:

  • Chat with the model using natural language inputs.
  • Test domain-specific queries to assess contextual understanding.
  • Evaluate response quality based on relevance, tone, and completeness.
  • Iterate quickly by adjusting prompts and observing model behavior in real time.

This hands-on approach ensures that the model not only performs well on paper but also delivers meaningful and accurate outputs tailored to the business context - whether it’s customer service, healthcare, finance, or legal applications.

Thanks to its seamless integration with Model Fine-tuning, Model Testing - Interactive Sessions empowers organizations to confidently deploy AI solutions that are both powerful and practical. It bridges the gap between training and production, helping teams make informed decisions before scaling their models.