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Bart Large Cnn Samsum Rescom Finetuned Resume Summarizer 9 Epoch Tweak

Developed by Ameer05
A resume summary generation model fine-tuned based on BART-large architecture, with excellent performance on ROUGE metrics
Downloads 19
Release Time : 3/10/2022

Model Overview

This model is a text generation model fine-tuned for resume summarization tasks, capable of extracting key information from resume texts to generate concise summaries

Model Features

Efficient Summary Generation
Optimized through 9 epochs of fine-tuning, achieving high scores on ROUGE metrics
Domain-Specific Adaptation
Specially optimized for the characteristics of resume texts
Mixed Precision Training
Utilizes native AMP technology to accelerate the training process

Model Capabilities

Text Summarization
Key Information Extraction
Resume Content Compression

Use Cases

Human Resources
Resume Screening
Automatically generates resume summaries to help HR quickly screen candidates
ROUGE-1 score of 59.76, effectively retaining key information
Job Search Assistance
Resume Optimization
Automatically generates resume summaries to help job seekers highlight core strengths
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