distilbert-base-uncased-finetuned-squad Open-source Model - Free for Precise Question

Distilbert Base Uncased Finetuned Squad

Developed by sasuke

This model is a fine-tuned version of distilbert-base-uncased on the SQuAD question answering dataset, suitable for QA tasks.

Downloads 16

Release Time : 6/18/2022

Model Overview

This is a fine-tuned question answering model based on the DistilBERT architecture, specifically designed for extracting answers from given text.

Efficient and Lightweight

Based on the DistilBERT architecture, it is smaller and faster than the full BERT model while maintaining good performance.

QA Optimized

Specifically fine-tuned on the SQuAD QA dataset, excelling at extracting precise answers from text.

Text Understanding

Answer Extraction

Contextual Question Answering

Customer Service

Automated QA System

Used to build automated customer service systems that answer user questions

Education

Learning Assistant Tool

Helps students quickly find answers to questions from textbooks

Training Loss	Epoch	Step	Validation Loss
1.2997	1.0	2767	1.1918
1.0491	2.0	5534	1.1328
0.8768	3.0	8301	1.1458

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