🔔 Subscribe: bit.ly/venelin-subscribe
In this video tutorial, we'll be diving into the world of Sentence Transformers and how to use them in PyTorch. Sentence transformers are a powerful tool for text similarity and semantic search. We'll have a look at Siamese Neural Networks, how to use Sentence Transformers and train them!
00:00 - Intro
00:55 - The task of sentence similarity
01:25 - Sentence Transformers
04:33 - Siamese Neural Networks
08:08 - Install libraries
08:48 - Sentence Transformer
14:10 - Corpus embeddings
16:05 - Query similarity
18:08 - Sentence similarity
19:10 - Semantic search
22:53 - Train your own model
27:10 - Conclusion
🎓 Prepare for the Machine Learning interview: mlexpert.io
📖 Get SH*T Done with PyTorch Book: bit.ly/gtd-with-pytorch
🔣 GitHub: github.com/curiousily/Getting...
#pytorch #sbert #python #deeplearning #machinelearning #tutorial #transformers
Негізгі бет Ғылым және технология Sentence Transformers (SBERT) with PyTorch: Similarity and Semantic Search
Пікірлер: 5