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Electra Squad Training

Developed by mlxen
ELECTRA-small model fine-tuned on SQuAD dataset for question answering tasks
Question Answering System
Transformers
Open Source License:Apache-2.0#QA System Fine-tuning#ELECTRA Architecture#Reading Comprehension Optimization
Downloads 20
Release Time : 11/28/2022

Model Overview

This model is a fine-tuned version of ELECTRA-small discriminator based on the SQuAD question answering dataset, primarily used for reading comprehension QA tasks.

Model Features

Efficient Pretraining Architecture
Uses ELECTRA's replaced token detection pretraining method, more efficient than traditional MLM
SQuAD Fine-tuning
Fine-tuned on SQuAD QA dataset, optimized for question answering performance
Lightweight Model
Small version suitable for deployment in resource-constrained environments

Model Capabilities

Reading Comprehension
Question Answering System
Text Understanding

Use Cases

Education
Automated Answering System
Answers student questions based on given text content
Customer Service
FAQ Auto-Response
Answers common customer questions based on knowledge base documents
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