metadata
library_name: transformers
pipeline_tag: text-classification
tags:
- text-classification
- sentiment-analysis
- distilbert
datasets:
- cornell-movie-review-data/rotten_tomatoes
DistilBERT Sentiment Classifier
DistilBERT fine-tuned for sentiment analysis on Rotten Tomatoes movie reviews.
Repository
sofiane-isi/distilbert-sentiment
Dataset
cornell-movie-review-data/rotten_tomatoes
Classes:
- NEGATIVE
- POSITIVE
Evaluation
- Accuracy: 0.8461538461538461
- Evaluation loss: 0.42963317036628723
Base model
distilbert-base-uncased
MLOps workflow
Dataset → tokenization → fine-tuning → evaluation → Hugging Face Hub → Model Card → Space.
Limitations
Educational binary sentiment classifier fine-tuned specifically on Rotten Tomatoes.