| 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 |