Practical NLP in Browser with Transformers.js
TL;DR. A new tutorial demonstrates performing core NLP tasks directly in a web browser using the Transformers.js library. - The tutorial covers text classification, zero-shot labeling, and question answering with a simple API. - Running NLP models client-side improves privacy, latency, and reduces server costs for developers. - This approach opens new possibilities for AI-powered web applications and offline functionalities.
- Tutorial covers text classification, zero-shot labelling, and question answering.
- Uses the `pipeline()` API in the Transformers.js library.
- Enables running NLP models client-side in the browser.
Sources
- Practical NLP in the Browser with Transformers.js — kdnuggets.com