NVIDIA RTX 4090 and A100 - generate SDXL images in under 2 seconds from your own UK server
About This Service
Stable Diffusion Server Hosting in the UK from Glitch Servers provides GPU-accelerated compute for AI inference and model training workloads - backed by AMD Ryzen hardware, NVMe Gen4 storage, and UK-native routing through AS212868. Stable Diffusion XL on an NVIDIA RTX 4090 generates a 1024×1024 image in approximately 1.5 seconds at 20 DPM++ steps - fast enough for interactive applications and batch pipelines. Hosting this on a Glitch Servers GPU dedicated server costs a fixed monthly rate regardless of how many images you generate, unlike cloud API services that bill per generation. Automatic1111 WebUI, ComfyUI, and InvokeAI all install cleanly on our Ubuntu server images. Our RTX 4090 configurations are particularly popular for Stable Diffusion workloads because the 24GB VRAM handles SDXL base and refiner models simultaneously without swapping.
GPU compute at Glitch is built on NVIDIA data centre hardware - A100, H100, and RTX configurations available for AI inference, model training, and rendering workloads. Unlike shared cloud GPU instances where VRAM and compute resources are time-sliced among tenants, dedicated GPU colocation and GPU server rental provide the full card allocation to a single workload, eliminating the throughput variability that degrades training runs on shared infrastructure.
The network operates through AS212868 with LINX and LONAP peering and NTT/GTT Tier-1 transit. High-bandwidth connectivity supports the data ingestion rates that large model training pipelines require, with 1Gbps ports with a 10Gbps burst upgrade available.
UK data residency is maintained throughout - training data, model weights, and inference outputs remain on UK infrastructure, supporting compliance requirements under UK GDPR and sector-specific data governance frameworks. Full GPU server and colocation specifications are on the GPU colocation page.
Technical Capabilities
High-density power, low-latency networking, and carrier-neutral connectivity for demanding GPU clusters.
GPU: NVIDIA RTX 4090 24GB GDDR6X (or A100 80GB on request)
Generation speed: SDXL 1024px in ~1.5s @ 20 steps
CUDA: 12.x, xFormers, torch.compile all compatible
Storage: 1TB NVMe standard - expandable to 4TB
Ideal Customers
We work with a range of organisations running compute-intensive AI workloads on owned hardware.
Creative studios running batch image generation pipelines
SaaS products embedding image generation in their applications
Artists and researchers experimenting with fine-tuned Stable Diffusion models
Infrastructure
GPU servers are located in our London Telehouse North facility with 1Gbps uplinks per server. NVME storage ensures model checkpoints load into VRAM in seconds rather than minutes.
FAQ
Get a Stable Diffusion server from £99/mo
RTX 4090 24GB VRAM. Fixed monthly pricing. Generate without limits.
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