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
- Increasing #epochs
- Increasing BATCH_SIZE to 32
- Changing Adam optimizer rate
Usage
- Clone te repository
- Set up the conda environment with requirements.txt
- In terminal, run the command- uvivorn sentiment_analyzer.api:app --reload
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