A newer version of the Gradio SDK is available:
6.5.1
metadata
title: SQuAD 2.0 QA System
sdk: gradio
app_file: app.py
SQuAD 2.0 Question Answering System
Model Details
- General-Purpose Pre-Trained Model: bert-base-uncased
- Training Dataset: SQuAD 2.0 (~130K examples)
- Performance: 73.6% F1 score on dev set
- Capabilities: Handles both answerable and unanswerable questions
Usage
Provide a context paragraph and ask a question to extract the answer.