How to train a model to generate image embeddings from scratch

Published: 27 May 2024
on channel: Underfitted
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Embeddings are one of the fundamental building blocks behind Large Language Models.

I built a simple model to generate image embeddings. This video will help you understand embeddings from first principles. I don’t use transformers or anything fancy. Instead, I build a simple Siamese Network step by step, and train it using contrastive loss.

Link to the code in the video: https://github.com/svpino/contrastive...

I teach a live, interactive program that'll help you build production-ready Machine Learning systems from the ground up. Check it out here:

https://www.ml.school

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