EPISODE · Jun 20, 2024 · 12 MIN
#85- Constrastive learning and cosine similarity.
from Life with AI · host Filipe Lauar
Hey guys, in this episode I talk about two very important technical concepts in Deep Learning, constrastive learning and cosine similarity. They are very useful when training embedding models or doing RAG. Very good blog post about contrastive losses: https://lilianweng.github.io/posts/2021-05-31-contrastive/ SimCLR paper: https://arxiv.org/abs/2002.05709 Instagram of the podcast: https://www.instagram.com/podcast.lifewithai Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
What this episode covers
Hey guys, in this episode I talk about two very important technical concepts in Deep Learning, constrastive learning and cosine similarity. They are very useful when training embedding models or doing RAG. Very good blog post about contrastive losses: https://lilianweng.github.io/posts/2021-05-31-contrastive/ SimCLR paper: https://arxiv.org/abs/2002.05709 Instagram of the podcast: https://www.instagram.com/podcast.lifewithai Linkedin of the podcast: https://www.linkedin.com/company/life-with-ai
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#85- Constrastive learning and cosine similarity.
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