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
codesubfolder.