Two folders include:
- The actual app POC/DEMO
Automapper is a Streamlit-based web application designed to automate the processing, review, and archival of file submissions using AI-powered predictions. It integrates with Snowflake for data storage, staging, and user authentication, while leveraging a fine-tuned T5 model from Hugging Face Transformers for generating business-critical data mapping.
SOME CODE AND PROCESSES HAVE BEEN REDACTED/ALTERED FOR PRIVACY AND WILL NOT BE UPDATED.
Actual finetuned model not included in repo.
- T5 finetuning training & inference script notebook. The script is set up for a business specific project, it trains on custom dataset and processes outputs in applicable manner. The inference script weights rely on business context to reproduce.