RTX Pro 4000 Blackwell and RTX Pro 5000 Blackwell share the same architecture, the same Compute Capability 12.0,…
Same 16 GB frame buffer, completely different inference speed. That is the RTX 5070 Ti versus RTX 5060…
Two NVIDIA Blackwell cards keep coming up for anyone building a local AI box right now: the RTX…
A self-hosted Frigate NVR appliance is five parts working together: a small Intel mini PC to run the…
Frigate runs its object detection on whatever the camera hands it, so the camera decides what the whole…
Picking the object-detection accelerator is the decision that shapes a Frigate NVR build, and it changed in 2026:…
If you are setting up Frigate for local object detection today, the Google Coral is no longer the…
Unsloth Studio puts the whole fine-tune in a browser. You pick a base model, drop in a dataset,…
A QLoRA fine-tune of Llama 3.1 8B finished in about 34 seconds on a single RTX 4090, and…
A local AI workstation is a desktop built around one number: how much GPU memory it carries. Get…
All three of these mini PCs run the same silicon: the AMD Ryzen AI Max+ 395 “Strix Halo”,…
When you go shopping for hardware to run AI models locally, you run into two completely different ways…
