Research

What I've Learned.

I investigate into the systems behind the systems. I blog everything I learned into a series of blogs. From basic fundamentals to all the may to how a software reached to your hand. I built from scratch, document everything and give access runnable software by the end of the series.

01
Model Quantization
A series explaining how a huge LLM can run on consumer hardware with a minimal memory footprint, delivering results almost equal to the base model. I will start with the building blocks and go all the way to showing you how to run any large model on your own hardware.
LLMFine-tuneAWQUnsloth
06/2026

What I've Learned.

Model Quantization