Tag
#gpu
3 posts
Applied ai ml 10 min
Song to Screen: Brick-Built Music Videos on a DIY GPU Pipeline
How we turn a song into a finished brick-built animated music video with Suno, demucs, ComfyUI, and rented RunPod GPUs: real stages, real costs, real lessons.
video-generation comfyui runpod
Foundations linux 7 min
What Is GPU Power Management and Why Should You Care?
My RTX 3080 Ti ran at 350W by default. I wrote a systemd service to lock it at 300W — here's exactly how.
nvidia systemd gpu
Foundations ai ml 12 min
You Don't Need the Cloud: Building a Personal AI Lab on a Single Machine
I run 69 AI models locally on a single workstation with zero cloud dependencies. Here's the exact hardware, software, and setup.
ollama ai local-llm