Sovereign AI

Guides and blueprints for deploying private, self-hosted LLM infrastructure.

Labs & Guides

AMD ROCm GPU Passthrough under Docker with Linux cgroups v2

Best VPS for AI Workloads, Autonomous AI Agents & LLMs (2026)

Deploying Autonomous AI Agents with Docker Compose: Ollama, LiteLLM & n8n

How to Deploy DeepSeek-R1 (Quantized 671B / Distilled) on Bare-Metal GPU Servers with Docker

Deploying Ollama with Docker Compose: A Production Guide

How to Deploy vLLM on VPS with Docker for High-Throughput LLM Serving

Free & Low-Cost GPU Cloud Providers for AI Models (2026)

NVIDIA Multi-Instance GPU (MIG) Partitioning with Docker

vLLM vs NVIDIA Triton: Production LLM Inference Engine Comparison

RunPod vs AWS for AI Workloads: Cost, VRAM & GPU Cloud Comparison

RunPod vs Vast.ai: Decentralized vs Managed GPU Clouds for AI

Self-Hosted MLOps Stack with Docker Compose: MLflow, MinIO & Ollama

SGLang vs vLLM: High-Concurrency Inference Speed & KV-Cache Benchmark

What Is Sovereign AI Infrastructure? A Practical Guide for Engineering Teams

Self-Hosted LLM Fine-Tuning Pipeline: Unsloth, LLoRA, and Docker Compose

Ollama vs vLLM: Which Should You Use for Production vs Local AI?

Performance VPS vs Virtual Dedicated Server (VDS) for Steady CPU Workloads

Vault Blueprints

Private AI Stack: Ollama, Open WebUI, OPNsense, and Terraform