metadata

language: en
license: apache-2.0
tags:
  - booksum
  - summary
  - summarization
  - book
metrics:
  - rouge
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
datasets:
  - kmfoda/booksum

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, fine-tuned for five epochs