Wadden/distilbert-sentiment-demo

DistilBERT Sentiment Classifier

Fine-tuned distilbert-base-uncased for 2 epochs on the official rotten_tomatoes splits. Labels are NEGATIVE (0) and POSITIVE (1).

Test result

Metric	Value
Accuracy	0.8499

Usage

from transformers import pipeline
classifier = pipeline("sentiment-analysis", model="Wadden/distilbert-sentiment-demo")
classifier("This movie was fantastic!")

Interactive demo

The quantized ONNX export is executed directly in the browser with Transformers.js:

Open the interactive Space