Python Archives - OneRuby.dev

AI LLM

How I Use ngrok with Local LLMs (And Why You Should Too)

Last month, I was working on a project that required running a local LLM with ngrok, and I ran into...

Understanding and Implementing the Rasch Model with Python

Introduction to Item Response Theory (IRT) Item Response Theory (IRT) represents a family of mathematical models used to analyze the...

CUDA + Python for LLMs: Real Performance Gains and Practical Examples

Last month, I moved our GPT-style model inference from CPU to GPU and saw a 15x speedup. Today I want...

How to Train a Language Learning Model (LLM)

In the realm of artificial intelligence, Language Learning Models (LLMs) like GPT (Generative Pre-trained Transformer) have revolutionized how machines understand...