DistilBERT Sentiment Classifier

DistilBERT fine-tuned for sentiment analysis on Rotten Tomatoes movie reviews.

Repository

92amineee/distilbert-sentiment

Dataset

cornell-movie-review-data/rotten_tomatoes

Classes:

  • NEGATIVE
  • POSITIVE

Evaluation

  • Accuracy: 0.8433395872420263
  • Evaluation loss: 0.42508700489997864

Base model

distilbert-base-uncased

MLOps workflow

Dataset โ†’ tokenization โ†’ fine-tuning โ†’ evaluation โ†’ Hugging Face Hub โ†’ Model Card โ†’ Space.

Limitations

Educational binary sentiment classifier fine-tuned specifically on Rotten Tomatoes.

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67M params
Tensor type
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Dataset used to train 92amineee/distilbert-sentiment