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Sentiment-Analysis-API – AI Model by paarthmadan | AlphaNeural AI
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Sentiment-Analysis-API
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API
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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
