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Distilbert Base Uncased Finetuned Squad

Developed by kiana
This model is a fine-tuned version of DistilBERT on the SQuAD v2 question-answering dataset, designed for Q&A tasks.
Downloads 15
Release Time : 4/8/2022

Model Overview

A lightweight version of DistilBERT, fine-tuned on the SQuAD v2 dataset, specifically optimized for Q&A systems. It can understand questions and extract answers from given text.

Model Features

Lightweight and Efficient
40% fewer parameters than the original BERT model while maintaining 97% of its performance
Q&A Optimized
Fine-tuned specifically for Q&A tasks on the SQuAD v2 dataset
Uncased Processing
Case-insensitive text processing improves generalization capability

Model Capabilities

Text Understanding
Question Answering
Context Extraction

Use Cases

Smart Customer Service
Automated Q&A System
Automatically answers user questions based on knowledge base documents
Can accurately extract relevant answers from documents
Educational Technology
Learning Assistant Tool
Helps students quickly find answers to questions from textbooks
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