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Overview

Datasets are CSVs that contain values, to use as parameters and as expected outputs (labels), for running evaluations in batches. For example, you can upload a dataset of customer support tickets and use it to evaluate the performance of a chatbot.

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Uploading a dataset

To create a dataset, navigate to the “Datasets” page and click on the “Upload dataset” button. You’ll the following form:

Click the “Create dataset” button to upload the dataset.

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Generating a dataset

Latitude offers a synthetic dataset generator powered by our AI. You can use it to generate datasets with a variety of parameters. To use it, navigate to the “Datasets” page and click on the “Generate dataset” button. You’ll see the following form:

The dataset generator has a limited run time, if you try to generate a huge dataset it will not work. For the best experience, we recommend either generating many rows of small data or a few rows with a large amount of data.

Once the dataset is generated/uploaded, you can use it to run evaluations in batches. Learn how to do it in the running evaluations guide.