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.