Python – Rugburn https://rugburn.dev Software Development Sat, 30 Aug 2025 19:25:48 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.1 https://i0.wp.com/rugburn.dev/wp-content/uploads/2025/07/20250729_2055_Software-Developer-Logo_remix_01k1cghcbzfzy8hv45v6gsykj2.webp?fit=32%2C32&ssl=1 Python – Rugburn https://rugburn.dev 32 32 244879875 Building Testing Datasets with Hugging Face API https://rugburn.dev/building-testing-datasets-with-hugging-face-api/ Sat, 30 Aug 2025 19:23:51 +0000 https://rugburn.dev/?p=551

Skills

  • Hugging Face API to load and run open source model
  • Transformers
    • Tokenizer to apply chat template
    • Quantization to reduce model size for use on Colab T4 Box.
  • Gradio for demo UI development
  • Multishot Prompting to enforce multiple output formats
  • Google Colab with use of the T4 GPU box
]]> 551 Effortlessly Create GitHub READMEs with GPT-4 https://rugburn.dev/github-readme-generator/ Mon, 25 Aug 2025 13:35:51 +0000 https://rugburn.dev/?p=507

Overview

This projects is designed to take a Github Repo Owner, and Repo Name as input (i.e. “RugburnDev”,“Snow-Surfer”), and make two engineered calls to GPT-4o-Mini, first parsing which repo filenames may be useful in the generation of a README file, then actually reading those files to generate a README file, formatted in Markdown.

Skills

  • Github API to get and parse relevant files from a repo
  • OpenAI API with calls to openai.chat.completions
  • LLM Engineering use of system prompts, and user prompts

Check out the Code

Open

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