Hey guys, in this episode I talk about 3 very important models that use contrastive learning, CLIP, SigLIP and JinaCLIP. They are image-text embedding models that allow us to for instance do image-text retrieval.

CLIP paper: https://arxiv.org/pdf/2103.00020

SigLIP paper: https://arxiv.org/pdf/2303.15343

JinaCLIP paper: https://arxiv.org/pdf/2405.20204

Github of similarities and contrastive loss: https://github.com/filipelauar/projects/blob/main/similarities_and_contrastive_loss.ipynb

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