SetFit: Few Shot Learning for Text Classification
Notebook: bit.ly/raj_setfit
Contents:
0:00 Introduction
1:03 Description of SetFit
2:10 Intuitive walkthrough of SetFit with Churn dataset
5:37 Fine Tuning Sentence Transformer
6:08 Training the classifier
6:14 Results of SetFit
7:04 Colab notebook setup
8:18 Load a pretrained model and train model
10:27 Push the model to the Hugging Face hub
11:05 Inference endpoints for production deployment
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