John Sutor 🔬
blog / projects /
2025
  • 📝 Some GRPO Training Notes
    Some basic notes for effectively training with GRPO.
  • 🤔 LLM Reasoning Datasets from Scratch
    Learn how to quickly and easily create LLMs reasoning, from scratch.
2022
  • 🌐 Dead Simple I18n Using Google Translate
    I18n (Internationalization) has never been simpler to implement using Google Sheets and Python.
  • 🦦 Do-it-yourself Jupyter Notebook Autograder with Otter Grader and Google Cloud
    With the expansion of SciTeens curriculum program, we decided to set out to create our own Jupyter Notebook autograder for our website.
2021
  • 🔀 Replacing pre-trained Pytorch model layers with custom layers
    My contempt for Batch Normalization and love of Dropout layers led me to upgrade pre-trained convolutional neural networks in the simplest fashion possible.
© 2025 • John Sutor 🔬
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