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reviews-sentiment-analysis
juliensimon/reviews-sentiment-analysis
reviews-sentiment-analysis is a text classification model from juliensimon. Use it when you need a label for a piece of text. It is set up for transformers.
A DistilBERT model fine-tuned for sentiment analysis on English-language product reviews.
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67M
536 MB on disk
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Mar 22, 2026
- SHA
- 2fb4af22
Try a prompt
Datasets
Model card
From the Hugging Face model README
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.
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Mar 22, 2026