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Distilroberta Base Squad2
A Q&A model fine-tuned on the SQuAD v2 dataset based on DistilRoBERTa-base, featuring lightweight and efficient characteristics.
Downloads 22
Release Time : 3/2/2022
Model Overview
This model is a fine-tuned version of DistilRoBERTa-base, specifically designed for Q&A tasks, capable of handling the SQuAD v2 dataset which includes unanswerable questions.
Model Features
Lightweight and efficient
Based on DistilRoBERTa-base, smaller and faster than the full RoBERTa model while maintaining high performance.
Supports unanswerable questions
Specifically trained for the SQuAD v2 dataset, capable of handling questions without clear answers.
High performance
Achieves performance metrics on the SQuAD v2 development set close to those reported in the original paper.
Model Capabilities
Q&A system
Text comprehension
Contextual reasoning
Use Cases
Education
Automated Q&A system
Used in educational platforms to automatically answer students' questions about learning materials.
Can accurately answer text-based questions and identify unanswerable cases.
Customer service
Intelligent customer service assistant
Handles common customer inquiries, identifies unanswerable questions and transfers to human agents.
Reduces workload for human customer service and improves response efficiency.
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