Same Prompt, Same Rig
Every test uses identical input prompts on the same hardware configuration to ensure comparable results.
Local models, real GPUs.
The YouTube series about running AI models on real, local hardware.
Same prompt, same rig. One variable changed per test. The model reloaded before every run. Every prompt and result file published.
Every test uses identical input prompts on the same hardware configuration to ensure comparable results.
Only one parameter is modified per test run, isolating the impact of each change on model performance.
The model is fully reloaded before each test run to ensure a clean state and eliminate cached effects.
All input prompts and result files are made publicly available alongside each video.
One rig. Consistent configuration. Every time.
PC Magik Lab is a YouTube series by PC Magik (Mateusz Piekut) dedicated to exploring what's possible when you run AI models locally on real GPU hardware.
The focus is on transparency, reproducibility, and showing the real capabilities of consumer-grade hardware running open-source models.