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Bart Large Cnn Samsum Rescom Finetuned Resume Summarizer 10 Epoch Tweak Lr 8 10 1

Developed by Ameer05
A text summarization model fine-tuned based on the BART-large architecture, performing well on ROUGE metrics
Downloads 18
Release Time : 3/8/2022

Model Overview

This model is a pre-trained model specifically designed for text summarization, fine-tuned on specific datasets, and excels at extracting key information from long texts to generate concise summaries

Model Features

Efficient Summarization
Capable of quickly and accurately extracting key information from long texts and generating concise summaries
Fine-tuning Optimization
Fine-tuned on specific datasets, improving summary quality in target domains
Excellent ROUGE Metrics
Achieved a Rouge1 score of 58.38 on the validation set, indicating high summary quality

Model Capabilities

Text Summarization Generation
Long Text Compression
Key Information Extraction

Use Cases

Document Processing
Resume Summary Generation
Extract key information from lengthy resumes to generate concise summaries
A Rouge1 score of 58.38 indicates good summary quality
Meeting Minutes Generation
Compress lengthy meeting records into key point summaries
Content Creation
Article Summarization
Generate brief summaries for long articles
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