GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Running Stable Video Diffusion on a GPU Server
How to deploy Stable Video Diffusion on a GPU server: VRAM budget, per-GPU generation times and a clean setup walkthrough.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Stable Diffusion 3.5 Large Self-Hosted
SD 3.5 Large is an 8B multimodal diffusion transformer - serious quality improvement over SDXL at a higher VRAM cost.
Stable Audio Open Self-Hosted
Stability AI's Stable Audio Open generates up to 47 seconds of music or sound effects from text prompts. Permissive licence,…
SSH Port Forwarding Workflow for GPU Development
Forward ports from your dedicated GPU to your laptop over SSH - no VPN needed. The fastest way to access…
LTX Video Self-Hosted
Lightricks' LTX Video is the fastest practical self-hosted video generator - generates 5-second clips in under a minute on a…
London vs Regional UK Datacenter for AI
London has the lowest latency to European traffic. Regional UK datacenters offer cheaper power and land. For AI hosting, the…
CrewAI Multi-Agent on a Dedicated GPU
CrewAI defines agents as roles with goals and tools. Pointed at a self-hosted LLM it becomes a practical framework for…
Cost of Downtime on Shared Cloud GPU
Cloud GPU SLAs are looser than people realise. Noisy neighbours and spot preemption have a real cost that dedicated hosting…
ControlNet Union Self-Hosted
One ControlNet model that handles canny, depth, pose, scribble, and more - much smaller memory footprint than stacking multiple single-purpose…
Tool Use with Qwen Coder Self-Hosted
Qwen Coder handles tool use reliably and benefits from a larger tool vocabulary than Llama. Here is how to configure…
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