metadata

license: mit
datasets:
  - EdinburghNLP/xsum
pipeline_tag: summarization

BART Large CNN Text Summarization Model

This model is based on the Facebook BART (Bidirectional and Auto-Regressive Transformers) architecture, specifically the large variant fine-tuned for text summarization tasks. BART is a sequence-to-sequence model introduced by Facebook AI, capable of handling various natural language processing tasks, including summarization.

Model Details:

Architecture: BART Large CNN
Pre-trained model: BART Large
Fine-tuned for: Text Summarization
Fine-tuning dataset: [xsum]

Usage:

Installation:

You can install the necessary libraries using pip:

  pip install transformers
  pip datasets
  pip evaluate
  pip rouge_score