Sanger Steel
Curriculum VitæAboutRamblings

Welcome!

This website serves as a personal online portfolio for me where I mostly ramble about physics, math and ML. Personal projects can be found on my Github.

Posts

  • Apr 15, 2025

    Writing C++ Extensions for Python with LibTorch

  • Aug 15, 2023

    Fine-tuning Llama 2 7B using Self-Instruct to give you tips in Super Smash Bros Melee

  • Jun 30, 2023

    Words as vectors

  • Jun 3, 2023

    Generative models, discriminative models, and what everyone gets wrong about naive Bayes

  • May 19, 2023

    Fine-tuning LLMs with low-rank adapation

  • May 15, 2023

    Performance metrics in NLP

  • Apr 22, 2023

    The misconceptions of the imbalanced dataset

  • Mar 3, 2023

    Transformers and ChatGPT

  • Feb 25, 2023

    Preprocessing

  • Nov 24, 2022

    Why can't regression models perform classification?

  • Nov 12, 2022

    Learning curves and cross-validation

  • Nov 8, 2022

    The super basics of model training

  • Nov 8, 2022

    Demystifying Schrödinger's Cat

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Sanger Steel

  • Sanger Steel
  • sangersteel@gmail.com
  • sangstar

Sanger Steel's personal blog and portfolio