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Deberta V3 Large Sst2 Train 8 9

Developed by SetFit
A text classification model fine-tuned on the SST-2 dataset based on microsoft/deberta-v3-large
Downloads 17
Release Time : 3/2/2022

Model Overview

This model is optimized for text sentiment analysis tasks and has been fine-tuned on the SST-2 dataset

Model Features

High-Performance Text Classification
Based on the DeBERTa-v3-large architecture, it excels in text classification tasks
Optimized for Sentiment Analysis
Specifically fine-tuned and optimized for the SST-2 sentiment analysis dataset
Efficient Training
Utilizes mixed-precision training techniques to improve training efficiency

Model Capabilities

Text Classification
Sentiment Analysis
Natural Language Understanding

Use Cases

Sentiment Analysis
Product Review Sentiment Classification
Analyze the sentiment tendencies in user product reviews
Accuracy 72.1%
Social Media Sentiment Monitoring
Identify sentiment tendencies in social media texts
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