note

When I ran the "Grug-12B" distillation of Gemma-4-12B, which "thinks briefly," on a coding benchmark, I encountered the paradox of token efficiency

This time, I'm looking at a model with a different character. Grug-12B—a so-called compact-reasoning model that fine-tuned google/gemma-4-12B-it to "shorten and densify inference traces." The author's ...

Florida Python Challenge is back. Why the state wants more snake hunters

The annual Florida Python Challenge is set to begin. Starting at 12:01 a.m. ET July 10 and concluding at 5 p.m. July 19, ...
GitHub

longest_palindrome.py

LONGEST PALINDROME word in the file. The longest is "malayalam" with 9 characters. with open("sowpods.txt", "r") as file: words = [line.strip() for line in file ...
GitHub

Notes.md

This course provides a comprehensive introduction to data structures and algorithms used in computer science. Throughout the course, students will learn how to write efficient code, analyze algorithms ...