B

Bart Base Facebook

Developed by sunsvrv
This model is a fine-tuned version of facebook/bart-base on the XSum dataset, primarily used for summarization tasks.
Downloads 18
Release Time : 10/6/2022

Model Overview

A fine-tuned version of the BART-base model, optimized for text summarization tasks, demonstrating excellent performance on the XSum dataset.

Model Features

Efficient Summarization
Fine-tuned on the XSum dataset, capable of generating high-quality text summaries.
Outstanding Performance
Achieves a Rouge1 score of 0.7146 on the evaluation set, demonstrating excellent performance.
Stable Training Process
After 5 training epochs, all metrics showed stable improvement.

Model Capabilities

Text Summarization
Sequence-to-Sequence Modeling

Use Cases

News Summarization
Automatic News Article Summarization
Automatically generates concise summaries from long news articles.
Rouge1 score of 0.7146
Document Processing
Long Document Summarization
Generates key content summaries for long documents.
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