Why My Mac Mini M4 Outperforms Dual RTX 3090s for LLM Inference
I built a dual RTX 3090 server for local LLM inference. A Mac Mini M4 turned out to be 27% faster and 22× more efficient. Here's why memory bandwidth beats raw GPU power.
I built a dual RTX 3090 server for local LLM inference. A Mac Mini M4 turned out to be 27% faster and 22× more efficient. Here's why memory bandwidth beats raw GPU power.
GTC Paris 2025 highlighted NVIDIA's end-to-end AI stack: Blackwell GPU deployment, AI-Q Blueprint agents, and sovereign infrastructure scaling across Europe. As enterprise adoption grows, open-source frameworks like LangChain and AutoGen offer modular, hardware-agnostic alternatives.
How to Install ComfyUI on Ubuntu 24.04 in /opt/ComfyUI with GPU Support and Auto-Start
SamanthAI my artificial intelligence learning lab, all about LLMs and personnal assistant
For as long as I can remember, I've had a homelab. Honestly, it’s been so many years now that I can hardly recall exactly when or how it all began
In this blog post, we'll dive into setting up a powerful AI development environment using Docker Compose. The setup includes running the Ollama language model server and its corresponding web interface, Open-WebUI, both containerized for ease of use.
One more time this event have been full of good stuff and I learned a lot going from a presentation