juliensimon/reviews-sentiment-analysis

DistilBERT — Product Review Sentiment Analysis

A DistilBERT model fine-tuned for sentiment analysis on English-language product reviews.

Video walkthrough: ML Hyperproductivity with Hugging Face — part 1: AutoML with AutoNLP

Model Details

Detail	Value
Base model	distilbert-base-uncased
Task	Sentiment analysis (text classification)
Language	English
Dataset	generated_reviews_enth

Usage

from transformers import pipeline

classifier = pipeline("sentiment-analysis", model="juliensimon/reviews-sentiment-analysis")
classifier("This product is amazing, best purchase I've made!")

Resources

• A notebook for Amazon SageMaker is available in the code subfolder.