Jim Ing psiborg

SLM vs LLM Comparison

Feature	SLMs (Small Language Models)	LLMs (Large Language Models)
Model size	Millions to a few billion parameters (e.g., TinyLlama 1.1B, Phi-2 2.7B)	Tens to hundreds of billions (e.g., GPT-4, Claude, Gemini, Llama 70B)
Hardware requirements	Can run on laptops, desktops, even some mobile/edge devices

WOPR v.2025 (using Imagen)

Prompt:

A modernized version of the WOPR supercomputer from the movie WarGames, designed with a sleek matte black metal exterior with carbon fiber panels and subtle cherry red accents. In the top-center of the machine, the name 'WOPR' in bold letters (using a tech font like NASA), and "v. MMXXV" in very small letters, are embossed into the metal.

Below the name plate is a horizontal rectangular grid of random bright amber, red and black LEDs, arranged in precise rows and columns. The housing for the LEDs is recessed into the machine.

Below the grid of LEDs in the center is one inconspicuous built-in surveillance camera and a built-in high-fidelity sound bar.

Character	Description
©	copyright
™	trademark
°	degrees
℃	Celsius
℉	Fahrenheit
¼ ½ ¾	fractions
×	multiplication
÷	division

Image Prompts for Sora

[Subject] + [Medium/Style] + [Details/Attributes] + [Lighting/Environment] + [Composition/Camera Angle] + [Optional: Artist or Influence]

Element	Purpose	Examples
Subject	What you're depicting	“a futuristic cityscape”, “a golden retriever wearing sunglasses”
Medium/Style	Artistic medium or style	“digital painting”, “cyberpunk style”, “pixel art”, “oil on canvas”
Details/Attributes	Features or traits	“tall skyscrapers with neon lights”, “realistic fur, happy expression”
Lighting/Environment

Database Naming Conventions Cheat Sheet

Updated: 2025.07.17

Following a consistent style is crucial for database readability, maintainability, and portability.

General Principles

These conventions apply to all database objects, including tables, columns, views, and functions.

Color Schemes

Ubuntu

Color	RGB	Item	RGB
Black	${\textsf{\textcolor[RGB]{118, 118, 118}{■}}}$ #767676	Foreground	${\textsf{\textcolor[RGB]{255, 255, 255}{■}}}$ #FFFFFF
Red	${\textsf{\textcolor[RGB]{192, 28, 40}{■}}}$ #C01C28	Background	${\textsf{\textcolor[RGB]{48, 10, 36}{■}}}$ #300A24
Green	${\textsf{\textcolor[RGB]{38, 162, 105}{■}}}$ #26A269	Cursor color	${\textsf{\textcolor[RGB]{255, 255, 255}{■}}}$ #FFFFFF
Yellow	${\textsf{\textcolor[RGB]{162, 115, 76}{■}}}$ #A2734C	Selection background	${\textsf{\textcolor[RGB]{255, 255, 255}{■}}}$ #FFFFFF

By default, Windows 11 shows a simplified right-click context menu, and you have to click "Show more options" (or press Shift + F10) to access the full legacy menu. You can make Windows 11 always show the full context menu by following these steps:

Run the following command in Command Prompt (Admin):

reg add "HKEY_CURRENT_USER\Software\Classes\CLSID\{86CA1AA0-34AA-4E8B-A509-50C905BAE2A2}\InprocServer32" /f /ve

Restart Windows Explorer by running:

Huffman Coding (Variable-Length Encoding)

Huffman coding is a lossless data compression algorithm that assigns shorter binary codes to more frequent characters and longer codes to less frequent characters. This minimizes the overall size of encoded data while ensuring perfect decompression.

How Huffman Coding Works

Analyze Character Frequencies
- Count how often each character appears in the text.
Build a Huffman Tree

Create a binary tree where characters with lower frequency are placed deeper.

	#!/usr/bin/env bash

	# Usage: ./describe_diagrams.sh /path/to/folder

	# Exit on error, treat unset variables as an error
	set -euo pipefail

	# Ensure folder argument is provided
	if [ -z "$1" ]; then
	echo "Usage: $0 /path/to/folder"

	#!/bin/bash

	# Log and data files
	LOG_FILE="distro_checker.log"
	DATA_FILE="distro_versions.txt"

	# Source the external distro configuration file
	source "./distro_checker_config.sh"

	# Function to fetch and extract version information