> ## Documentation Index
> Fetch the complete documentation index at: https://futureagi.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Experiments in Dataset

> To test, validate, and compare different prompt configurations

<Steps>
  <Step title="Navigate to the Experiments">
    Click on the "Experiments" button in the top-right corner on the dataset dashboard.

    <img src="https://mintcdn.com/futureagi/qmCT996TF8GT-5WX/screenshot/product/dataset/how-to/experiments-in-dataset/1.png?fit=max&auto=format&n=qmCT996TF8GT-5WX&q=85&s=11d076cc727b63aef804592e8fd1e2a2" alt="Experiments" width="3012" height="1476" data-path="screenshot/product/dataset/how-to/experiments-in-dataset/1.png" />
  </Step>

  <Step title="Create a new experiment">
    Provide a name for the experiment and select which column you want to compare your generated responses with.

    <img src="https://mintcdn.com/futureagi/qmCT996TF8GT-5WX/screenshot/product/dataset/how-to/experiments-in-dataset/2.png?fit=max&auto=format&n=qmCT996TF8GT-5WX&q=85&s=8e45e1c8bf0d8d985697401378943698" alt="Create Experiment" width="3012" height="1476" data-path="screenshot/product/dataset/how-to/experiments-in-dataset/2.png" />
  </Step>

  <Step title="Prompt Template">
    Create a prompt in this section and generate responses for the experiment.

    <img src="https://mintcdn.com/futureagi/qmCT996TF8GT-5WX/screenshot/product/dataset/how-to/experiments-in-dataset/3.png?fit=max&auto=format&n=qmCT996TF8GT-5WX&q=85&s=44b06069d0fbde8f184c6893d9a9c04f" alt="Prompt Template" width="1366" height="1122" data-path="screenshot/product/dataset/how-to/experiments-in-dataset/3.png" />

    Choose the model you want to use for the experiment. You can choose as many models you want to compare. You can even create a custom model by clicking on the "Create Custom Model" button.

    <Tip>
      Click [here](/future-agi/get-started/evaluation/use-custom-models) to learn how to create a custom model.
    </Tip>

    <img src="https://mintcdn.com/futureagi/qmCT996TF8GT-5WX/screenshot/product/dataset/how-to/experiments-in-dataset/4.png?fit=max&auto=format&n=qmCT996TF8GT-5WX&q=85&s=1e85320f5cf5906f9a5aef86b1349399" alt="Prompt Template" width="1366" height="1122" data-path="screenshot/product/dataset/how-to/experiments-in-dataset/4.png" />

    You can use the existing prompt template or generate a new one from scratch.

    <Tip>
      Click [here](/products/prompt/overview) to learn more about prompts.
    </Tip>

    You can create as many prompt templates here
  </Step>

  <Step title="Choosing Evals">
    Main purpose of an experiment is to compare the combination of prompt and model performance. So, you need to choose the evals you want to run on the generated responses.

    <img src="https://mintcdn.com/futureagi/qmCT996TF8GT-5WX/screenshot/product/dataset/how-to/experiments-in-dataset/5.png?fit=max&auto=format&n=qmCT996TF8GT-5WX&q=85&s=ad81224cbc99ede12e91b5b3a457e5ed" alt="Choosing Evals" width="1366" height="1468" data-path="screenshot/product/dataset/how-to/experiments-in-dataset/5.png" />

    Click on "Add Evaluation" and select evals from [existing eval](/future-agi/get-started/evaluation/builtin-evals/overview) templates or create a new [eval from scratch](/future-agi/get-started/evaluation/create-custom-evals).

    <img src="https://mintcdn.com/futureagi/qmCT996TF8GT-5WX/screenshot/product/dataset/how-to/experiments-in-dataset/6.png?fit=max&auto=format&n=qmCT996TF8GT-5WX&q=85&s=6bc1da25634c710b3444ff7530eb7319" alt="Choosing Evals" width="3010" height="1468" data-path="screenshot/product/dataset/how-to/experiments-in-dataset/6.png" />

    You can create as many evals here as you want to compare.
  </Step>

  <Step title="Run Experiment">
    After you have configured the prompts, selected the models and evals, click on "Run" to start the experiment.
  </Step>
</Steps>