Tutorials

MNIST Digit Classification

Load the MNIST image dataset and use a simple deep learning model to run classification on each image. Evaluate the model’s performance with simple aggregations.

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Running LLMs on the Red Pajamas Dataset

Load the Red Pajamas dataset and perform similarity search on Stack Exchange questions using language models and embeddings.

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Querying Images with UDFs

Query the Open Images dataset to retrieve the top N “reddest” images. This tutorial uses common open-source tools such as numpy and Pillow inside Daft UDFs to execute this query.

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Image generation on GPUs

Generate images from text prompts using a deep learning model (Mini DALL-E) and Daft UDFs. Run Daft UDFs on GPUs for more efficient resource allocation.

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