metadata

tags:
  - summarization
language:
  - en
widget:
  - text: >-
      British Prime Minister Theresa May said on Friday she would continue to
      govern in the interests of all Northern Ireland and uphold the agreement
      that ended decades of sectarian violence in the province. The statement
      comes as an impasse over the future of the Irish border once Britain
      leaves the European Union looked to have been resolved. This Government
      will continue to govern in the interests of the whole community in
      Northern Ireland and uphold the Agreements that have underpinned the huge
      progress that has been made over the past two decades, a statement
      published on the government s website said.
    example_title: Example 1
  - text: >-
      What is a paragraph? Paragraphs are the building blocks of papers. Many
      students define paragraphs in terms of length: a paragraph is a group of
      at least five sentences, a paragraph is half a page long, etc. In reality,
      though, the unity and coherence of ideas among sentences is what
      constitutes a paragraph. A paragraph is defined as “a group of sentences
      or a single sentence that forms a unit” (Lunsford and Connors 116). Length
      and appearance do not determine whether a section in a paper is a
      paragraph. For instance, in some styles of writing, particularly
      journalistic styles, a paragraph can be just one sentence long.
      Ultimately, a paragraph is a sentence or group of sentences that support
      one main idea. In this handout, we will refer to this as the “controlling
      idea,” because it controls what happens in the rest of the paragraph.
    example_title: Example 2
datasets:
  - Kaludi/data-quick-summarization
co2_eq_emissions:
  emissions: 460.6785690944488

Quick Summarization

This is a Text Summarization Model that has been trained by Kaludi to Transform long and complex texts into concise and meaningful summaries. Get a quick and accurate overview of any document in seconds, saving you time and effort.

Gradio

Tis model supports a Gradio Web UI to run the data-food-classification model:

Validation Metrics

Loss: 1.629
Rouge1: 41.066
Rouge2: 19.231
RougeL: 28.295
RougeLsum: 37.746
Gen Len: 98.873

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/Kaludi/autotrain-quik-sum-3280991391