Topic 09 · NLP & Sequence Models

Text Intelligence

Four NLP tasks, one model. DistilBERT runs entirely in your browser. Your text never leaves your device.

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Sentiment Analysis

What emotion does this text carry? Model: distilbert-base-uncased-finetuned-sst-2-english

Model: distilbert-base-uncased-finetuned-sst-2-english
Result will appear here…

What's happening under the hood

// Transformers.js — sentiment in 4 lines import { pipeline } from '@huggingface/transformers'; const clf = await pipeline('sentiment-analysis'); const out = await clf('I love this!'); // → [{label: 'POSITIVE', score: 0.9998}]