https://github.com/egrizq/text_summarization

Creating a summarization from english text to bahasa using LLM from Hugging Face
https://github.com/egrizq/text_summarization

flask huggingface javascript python transformer

Last synced: 3 months ago
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Creating a summarization from english text to bahasa using LLM from Hugging Face

• Host: GitHub
• URL: https://github.com/egrizq/text_summarization
• Owner: egrizq
• Created: 2023-11-22T15:01:05.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2024-03-31T00:55:24.000Z (about 2 years ago)
• Last Synced: 2025-05-16T16:09:45.518Z (about 1 year ago)
• Topics: flask, huggingface, javascript, python, transformer
• Language: JavaScript
• Homepage:
• Size: 8.79 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
## Project Overview

Text Summarization

- Purpose: The project aims to create a summarization from english text into concise bahasa.

- Key Features:

  - Flask as a backend to process the text

  - Javascript to process async in front-end

  - Minimalist HTML using boostrap

  - Google trans to translate english text into bahasa

- Model: [pszemraj/long-t5-tglobal-base-16384-book-summary](https://huggingface.co/pszemraj/long-t5-tglobal-base-16384-book-summary)

## Additional Information

Prerequisites:

- Python installation

- Boostrap CDN as a CSS framework

- Library to support:

  - Torch

  - Transformers (Hugging Face)

  - Google Trans

## Demo

![TextSummarizationDibuatdenganClipchamp-ezgif com-video-to-gif-converter](https://github.com/egrizq/text_summarization/assets/138362648/9b8d1c0e-9d69-44ce-8e1d-5136cf71e96a)