---
license: mit
---
## Sentiment Analysis API

This is the deployment part of the project. 

### Training:
Run the Google Colab notebook (Runtime = "GPU") (https://colab.research.google.com/drive/1EuF5FDl1X8VnuOO5RxzmM0c9TbtQrVm9?usp=sharing)

### Fine Tuning
1) Increasing #epochs
2) Increasing BATCH_SIZE to 32
3) Changing Adam optimizer rate 

### Usage
1) Clone te repository
2) Set up the conda environment with requirements.txt
3) In terminal, run the command- uvivorn sentiment_analyzer.api:app --reload