thinkmelt@protonmail.com - Hot Config (Page 2)

3-bit Unsloth Dynamic GGUF Outperforms models like Claude-4-Opus (Thinking) with a score of 75.6% on the Aider Polyglot Benchmark

3-bit Unsloth Dynamic GGUF Outperforms models like Claude-4-Opus (thinking) with a score of 75.6% on the Aider Polyglot benchmark

goaccess

Nginx Reverse-Proxy Advanced Logging (Go Access for Nginx)

docker

VPS Monitor. Build a Small CPU / Disk / Ram / Network Monitor

Why It's Good to Exercise your Docker Containers (At Least Once a Day)..

This is the visual output of a number of containers. Each one was stopped and backed up then restarted. As it ran you can see the CPU RAM requirement significantly dropped!A simple script as written by Grok 4 Expert can do this automatically daily. #!/bin/bash # Ensure script is

docker

Quick and Fast Docker Container Backups.

3060ti

Running the LLM Ring-Mini 2.0 16B on Ryzen 9 w/2 3060ti Nvidia GPUs.

Running the Ring-Mini 2.0 16B on Ryzen 9 w/2 3060ti Nvidia GPUs.

3060ti

Speed Comparisons GPU/CPU vs CPU only. Running Magistral-24B on a Budget.

Speed Comparisons GPU/CPU vs CPU only. Running Magistral-24B on a budget.

3060ti

Running sweatSmile/Mistral-7B-Instruct-v0.1-Sarcasm on a 3060ti bottom GPU w/ Ryzen 9.

LLM

LLM Workups: Grok 4: Tower+ 9B from Unbabel. Penny-Wise Translators 11 token/per/second on a bottom-end 3060ti GPU in 4-bit mode.

LLM Workups: Grok 4: Tower+ 9B from Unbabel. Penny-Wise Translators.

LLM

LLM Workups: Running BLOOMZ 7.1B on a 3060ti.

LLM

LLM Workups: Running Falcon3-7b on a Minimal 3060ti Ryzen 9.

python

Python Tkinter Quick Check Box

Uncensored LLM

Jail Break: Running the WizardLM-7B-Uncensored LLM with Underrated Equipment

pycharm

Pycharm Community Fast Install with Install bash Script. Speed Boosting with 10-Core Configuration.

Pycharm Community Fast Install with Install bash Script.

slm

Kicking Bigly: SLM (Small Language Model) TinyLlama 1.1b Edge Performance on Modest Hardware

SLM Series: 001 - TinyLlama 1.1b Edge Performance on Modest Hardware

css

Adding Powerful Ghost Blog CSS Styling (The Very Easy Way)

creality ender 3

Honest Deep Review: The Creality K1 SE 3D Core Align Printer ($249).

We do a deep dive into the Creality K1 SE. It has phenomenal value.

AI

The Great AI Explosion (Part 4 - Running a 3b Coding Parameter Model from HuggingFace)

In this example we run a small 3b 12 language coding model on modest GPU/CPU parts namely a 3060ti on a Ryzen R9. It works remarkably well!

AI

The Great AI Explosion - Transformative Development (Part 2 - Levels of Coding Automation)

In this article we go over the current leader boards that track LLM's, and METR - which is tracking the current progress of LLM's in replacing software developers.

AI

The Great AI Explosion - The Migration to AI and Agentic Systems (Part 1 - Introductions)

We go over the explosion of LLM (Large Language Models) and some examples of their current capabilities.

NIC

Installing NIC drivers in Linux

In this guide we install a NIC driver for a Realtek Gigabit Ethernet Card in a Linux Environment as it did not activate by default!

regex

Regex / grep: Learning Regex Fast! ++IP Whois CheatSheets!

In this guide we go over the power of regex for all your pattern-matching needs!

octoprint

OctoPrint Camera Setup

In this guide we go over setting up cameras to watch over your 3D print!

octoprint

Octoprint Tour Guide

In this guide we go through a very basic walk-through for the Octoprint Service which can readily run on a Raspberry Pi.

octoprint

Installing OctoPrint into the Raspberry Pi OS / Basic Operation..

In this guide we go over the initial setup and installation of Octoprint on a standard raspberry pi.