This repo consists of sentiment detection code based client server architecture. Flask is used for server implementation. Currently, there are two LLMs implemented on the server:
- DistilBERT: hugging face link
- XLM-RoBERTa: hugging face link
Run server
python -m flask run
![Sentiment Detection Flask-App](https://private-user-images.githubusercontent.com/26790739/300650780-b8289c92-1919-42cf-a3a9-e3e8a3b6df7c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.W6qOGi-L24IUSV1isLKNYEida9OxB4n4JUEVqwhU0iI)
Tip
To add more models, browse pretrained LLMs from: hugging face text-classification.