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Bart Base Finetuned Samsum En

Developed by santiviquez
This model is a fine-tuned version of facebook/bart-base on the samsum dataset, specifically designed for summarization tasks.
Downloads 25
Release Time : 6/3/2022

Model Overview

This model is a text generation model based on the BART architecture, fine-tuned on the samsum dialogue summarization dataset, capable of generating high-quality dialogue summaries.

Model Features

High-Quality Summarization
Fine-tuned on the samsum dataset, capable of generating accurate and coherent dialogue summaries.
Optimized ROUGE Scores
Achieved high ROUGE scores on the evaluation set, indicating excellent summarization quality.
Based on BART Architecture
Utilizes the powerful sequence-to-sequence generation capabilities of the BART model.

Model Capabilities

Text Summarization
Dialogue Summarization

Use Cases

Text Processing
Dialogue Summarization
Automatically generates concise summaries from long dialogue content.
ROUGE-1 score of 46.8825, indicating high summarization quality.
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