Intro to Sentence Embeddings with Transformers | Hands-On Tutorial (Colab)

Abonia Sojasingarayar · Beginner ·🔍 RAG & Vector Search ·1mo ago
In this beginner-friendly tutorial, we learn how to compute sentence embeddings using Sentence Transformers. If you're new to NLP or embeddings, this video walks you through everything step by step.You’ll learn: 1. What sentence embeddings are (in simple terms) 2. Why embeddings are important in NLP and AI 3. How to generate sentence embeddings in Python 4. How to compare sentences similarity 5. Input Sequence Length 6. Multi-Process / Multi-GPU Encoding We’ll use a hands-on Google Colab notebook so you can follow along and run the code yourself: - Sentence embeddings are widely used in: -…
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