Deployed your own private AI infrastructure yet?
Running LLMs doesn't require massive cloud bills. Thanks to highly optimized GGUF quantization, you can run Llama 3 & Qwen 2 directly on CPU-only architectures.
Our new guide covers production-ready deployment on Ubuntu 24.04:
✅ UFW Firewall lockdown (avoiding the 0.0.0.0 API trap)
✅ Systemd thread tuning for physical vs logical cores
✅ Zero-trust SSH tunneling
Read more: https://www.fitservers.com/tutorials/howto/install-ollama-ubuntu-cpu-server/









