AI in Docs: Building AI Doc Assistant using #gpt2

This video (from NotebookLM) outlines a comprehensive process for training and deploying a GPT-2 model specifically tailored for reStructuredText (reST) documentation. It begins by guiding users through setting up a Google Colab environment, including connecting to GitHub and ensuring GPU access for optimal performance. The core of the process involves preprocessing reST files into a usable text format, followed by fine-tuning the GPT-2 model using the Hugging Face library. Furthermore, the document provides instructions for automating the retraining process every 15 days using GitHub Actions and details the steps for deploying the fine-tuned model as a web application on Hugging Face Spaces using Gradio.

Googe Doc: https://docs.google.com/document/d/1C1cKs2mSD5YhNzPiNMnCrr31xMzFlgvoju4Are5Huxw/edit?usp=sharing

#technicalwriting #aitools #ai #gradio #huggingface #gpt #googlecolab #github #githubactions #gpu #rst #