COVID QA Analysis

Yash Khandelwal, Kaushik Ravindran

github: https://github.com/yashskhandelwal/Covid_QA_Analysis

fine-tuned models page: https://huggingface.co/armageddon

Metics per model:

Evaluation:

• Exact Match
• F1 Score

Training time:

• Time taken to fine tune the model
• Average prediction time

Environmental impact:

• GPU Details
• CO2 emission impact of trainnig the model

List of models

• BERT: Base, Large
• RoBERTa: Base, Large
• DistilBERT: Base
• ALBERT: Base, XXL
• ELECTRA: Base

Main libraries:

• PyTorch
• transformers (HuggingFace)
• tokenizers (HuggingFace)
• datasets (HuggingFace)
• codecarbon
• seaborn (visualization)