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Infoxlm German Question Answering

Developed by svalabs
German question-answering system model fine-tuned based on InfoXLM-large, trained on GermanQuAD and SQuAD datasets
Downloads 145
Release Time : 10/5/2022

Model Overview

This model is specifically optimized for German question-answering tasks, based on the InfoXLM-large architecture and fine-tuned using SQuAD and GermanQuAD datasets. It can understand German questions and extract accurate answers from given texts.

Model Features

Multilingual Pretraining Foundation
Based on the InfoXLM-large model with strong cross-lingual understanding capabilities
German Optimization
Specially fine-tuned for German Q&A tasks, demonstrating excellent performance on the GermanQuAD dataset
High Performance
Achieves F1 score of 89.05 and exact match rate of 74.76 on the GermanQuAD test set

Model Capabilities

German Q&A
Text understanding
Answer extraction

Use Cases

Customer Service
Automated German FAQ System
Used to build German customer service Q&A systems
Can automatically answer German customer questions with up to 89% accuracy
Education
German Learning Assistant Tool
Helps students understand German texts and answer questions
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