50. Tiny Text Classifier with a Transformer Intro in PyTorch
Tiny text classifier — embedding + mean pool. Transformer-style on-ramp, motha model download nako. Classical NLP pudhe ch51.
What you will learn in this chapter
- Tiny text classification goal
- Token ids as numbers
- Mean-embed classifier
- Train on fictional reviews
- Practice and Phase 3 close
Fictional data
Blinkit / Amazon Now / Mauli Dairy figures in this chapter are fictional sample data for learning only. They do not show real company numbers. People names are for practice; e-mails use example.com.
Concepts in this chapter
- 50.1Tiny Text Classification Goal
- 50.2Token Ids as Numbers
- 50.3Mean-Embed Classifier
- 50.4Train on Fictional Reviews
- 50.5Practice, Tip and Close
The chapter recap is at the end of the last concept page.