transformers pytorch safetensors bart text2text-generation booksum summary summarization book en dataset:kmfoda/booksum license:apache-2.0 autotrain_compatible endpoints_compatible region:us
---
datasets:
- kmfoda/booksum
language: en
license: apache-2.0
metrics:
- rouge
tags:
- booksum
- summary
- summarization
- book
widget:
- text: In the dead night, Frodo lay in a dream without light. Then he saw the young
    moon rising; under its thin light there loomed before him a black wall of rock,
    pierced by a dark arch like a great gate. It seemed to Frodo that he was lifted
    up, and passing over he saw that the rock-wall was a circle of hills, and that
    within it was a plain, and in the midst of the plain stood a pinnacle of stone,
    like a vast tower but not made by hands. On its top stood the figure of a man.
    The moon as it rose seemed to hang for a moment above his head and glistened in
    his white hair as the wind stirred it. Up from the dark plain below came the crying
    of fell voices, and the howling of many wolves. Suddenly a shadow, like the shape
    of great wings, passed across the moon. The figure lifted his arms and a light
    flashed from the staff that he wielded. A mighty eagle swept down and bore him
    away. The voices wailed and the wolves yammered. There was a noise like a strong
    wind blowing, and on it was borne the sound of hoofs, galloping, galloping, galloping
    from the East. ‘Black Riders!’ thought Frodo as he wakened, with the sound of
    the hoofs still echoing in his mind. He wondered if he would ever again have the
    courage to leave the safety of these stone walls. He lay motionless, still listening;
    but all was now silent, and at last he turned and fell asleep again or wandered
    into some other unremembered dream.
  example_title: book example
---
# BART-base-Booksum

This is a BART-base model fine-tuned on a BookSum dataset

- **Use cases:** book summarization, general text summarization. 
- This is a [`https://huggingface.co/facebook/bart-base`](https://huggingface.co/facebook/bart-base), fine-tuned for five epochs 
