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best_practices_chat

Overview

Finetuned hugging face's GPT-2 model with webscraped transcripts from youtube playlists best practices chat & bpicd applications and built interactive application with the text generation model live at:

modina-eu.github.io/best_practices_chat

Project Structure

  • notebooks/

    • Best_Practices_Text_Generation.ipynb: Jupyter Notebook for training Hugging Face's GPT2 with the best practices' text data.
    • data/
      • StyleGAN.ipynb: Jupyter Notebook for training and generating textures using Style GAN.
    • generated_texts/
      • generated_chats_2/
        • generated_*.txt: Webscraped text files of the best_practices' youtube playlists.
      • generated_proposal/
        • generated_*.txt: Text files of the best_practices' proposals.

  • index.html: The main HTML file defining the structure of the web page.

  • sketch.js: The JavaScript file containing the logic and functionality for the interactive application, calling Hugging Face's API with written prompt and receiving the model's responses.

  • style.css: Styles the visual appearance of HTML elements.