GigaGPU Blog

GPU Hosting & AI Engineering Blog

Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.

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AI Hosting & Infrastructure

UK GPU Servers for AI: Why Data Location Matters

Understand why hosting AI workloads on UK-based GPU servers matters for data sovereignty, latency, compliance, and operational control.

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Latest Articles

Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.

AI Hosting & Infrastructure Apr 2026

Dedicated GPU Hosting for GDPR-Compliant AI (UK/EU Data Residency)

Learn how dedicated GPU hosting in UK datacentres ensures GDPR compliance for AI workloads, keeping sensitive training data and inference…

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Model Guides Apr 2026

How to Deploy a Code Model (StarCoder / CodeLlama) on a GPU Server

Deploy StarCoder, CodeLlama, and other code-generation models on a dedicated GPU server. Covers VRAM requirements, vLLM/Ollama setup, and IDE integration…

How to Deploy Gemma on a Dedicated GPU Server

Deploy Google's Gemma open models on a dedicated GPU server using vLLM and Ollama. Includes VRAM tables, step-by-step CLI commands,…

How to Host a Private AI Image Generation Platform

Host a private AI image generation platform on a dedicated GPU server using Stable Diffusion, FLUX, and ComfyUI for unlimited,…

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Tutorials Apr 2026

How to Run Multiple AI Models on a Single GPU Server

Learn how to run multiple AI models simultaneously on a single GPU server using VRAM management, model scheduling, and inference…

How to Set Up AI-Powered Live Streaming on a GPU Server

Set up AI-powered live streaming on a dedicated GPU server with real-time background removal, style transfer, automated captioning, and GPU-accelerated…