README.md

metadata

license: apache-2.0
tags:
  - generated_from_keras_callback
model-index:
  - name: QAll-Flan-xl
    results: []
pipeline_tag: text2text-generation
widget:
  - text: >-
      Answer the question based on the context.

      Context: The Review of Politics was founded in 1939 by Gurian, modeled
      after German Catholic journals. It quickly emerged as part of an
      international Catholic intellectual revival, offering an alternative
      vision to positivist philosophy. For 44 years, the Review was edited by
      Gurian, Matthew Fitzsimons, Frederick Crosson, and Thomas Stritch.
      Intellectual leaders included Gurian, Jacques Maritain, Frank O'Malley,
      Leo Richard Ward, F. A. Hermens, and John U. Nef. It became a major forum
      for political ideas and modern political concerns, especially from a
      Catholic and scholastic tradition.

      Question: Who was the last editor of the Review of Political Science?
    example_title: Question Answering
  - text: >-
      Generate a question based on the context and the answer.

      Context: The Review of Politics was founded in 1939 by Gurian, modeled
      after German Catholic journals. It quickly emerged as part of an
      international Catholic intellectual revival, offering an alternative
      vision to positivist philosophy. For 44 years, the Review was edited by
      Gurian, Matthew Fitzsimons, Frederick Crosson, and Thomas Stritch.
      Intellectual leaders included Gurian, Jacques Maritain, Frank O'Malley,
      Leo Richard Ward, F. A. Hermens, and John U. Nef. It became a major forum
      for political ideas and modern political concerns, especially from a
      Catholic and scholastic tradition.

      Answer: Thomas Stritch
    example_title: Question Generation
  - text: >-
      Classify the complexity of the following question based on the text as
      either deep or shallow.

      Text: Many people who live in California are very concerned about the
      earth. They are worried that the earth is warming too much.

      Question: How can people in California and outside of California prevent
      warming?
    example_title: Question Complexity
  - text: >-
      Classify the complexity of the following question based on the text as
      either deep or shallow.

      Text: Many people who live in California are very concerned about the
      earth. They are worried that the earth is warming too much.

      Question: What does it mean to warm the earth too much?
    example_title: Question Category

QAll-Flan-xl

This model is a fine-tuned version of google/flan-t5-xl on an unknown dataset. It achieves the following results on the evaluation set:

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• optimizer: None
• training_precision: float32

Training results

Framework versions

• Transformers 4.25.1
• TensorFlow 2.11.0
• Datasets 2.10.1
• Tokenizers 0.13.2