Model Card for Model ID
Model trained using BERT ("bert-base-cased") for AAI NLP Course.
Model Details
Model Description
Model trained using BERT ("bert-base-cased") on the SQuAD Dataset.
- Developed by: [Trevor McGirr, Eyoha Mengistu, Reed Oken]
- Model type: [Transformer]
- Language(s) (NLP): [English]
- License: [Unknown]
Model Sources [optional]
- Repository: https://github.com/tmcgirr/SQUAD-BERT-chatbot-AAI
- Demo: https://squad-bert-chatbot-aai.streamlit.app/
Uses
Basic QA for questions from the SQuAD Dataset
Out-of-Scope Use
Model may not perform well on current events or uncommon language.
How to Get Started with the Model
Use the Interface API to interact with the model.
Training Details
Training Data
https://www.kaggle.com/datasets/stanfordu/stanford-question-answering-dataset/data
Training Procedure
https://github.com/tmcgirr/SQUAD-BERT-chatbot-AAI/blob/master/chatbot_training/chatbot.ipynb
Evaluation
Will be provided soon.