Contrastive Learning: A methodology for creating embedding models

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Our live courses starting from January 2025 (taught by IITians and MIT PhDs): vizuara.ai/spit/
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In this video, you will learn about Contrastive Learning: a key methodology for creating embedding models
In particular, we will learn about the following topics:
(1) What are embedding models?
(2) What is contrastive learning?
(3) Contrastive learning training objective
(4) Contrastive learning loss functions
References:
Blog post 1: www.v7labs.com...
Blog post 2: lilianweng.git...
Contrastive learning 2005 paper: ieeexplore.iee...
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(1) Hands on LLM playlist link (this video belongs to this playlist): • Hands on Large Languag...
(2) LLM from scratch playlist link: • Building LLMs from scr...
(3) Build Neural Networks from scratch playlist link: • Building Neural Networ...
(4) ML Teach by Doing playlist link:
• Machine Learning: Teac...
Register for our live course starting from January 2025: vizuara.ai/spit/
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[@piyush_kashyap23]

Which next playlist will now be starting sir?

[@thenewway416]

👍👍👍

[@ayushsrinivas]

sir lets plan it insuch a way that we will use the hindi text and create a model for hindi language