---
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:
  ```bash
    pip install transformers
    pip datasets
    pip evaluate
    pip rouge_score