AI Hosting & Infrastructure
AI Hosting & Infrastructure
Build production AI infrastructure on dedicated GPU servers. These guides cover networking, storage architecture, scaling strategies, and deployment patterns for running AI workloads on bare metal. From private AI hosting to multi-GPU clusters, learn how to architect GPU infrastructure that scales.
GPU Server for 100 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 100 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for real-time STT + TTS pipeline.
GPU Server for 250 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 250 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 100 Concurrent Image generation Users: Sizing Guide
How to size a GPU server for 100 concurrent image generation users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 250 Concurrent Image generation Users: Sizing Guide
How to size a GPU server for 250 concurrent image generation users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 500 Concurrent Image generation Users: Sizing Guide
How to size a GPU server for 500 concurrent image generation users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Server for 5 Concurrent Voice agent Users: Sizing Guide
How to size a GPU server for 5 concurrent voice agent users. VRAM requirements, recommended GPUs, and scaling guidance for…
GPU Memory vs System RAM for AI: What Matters More?
Explains the difference between GPU VRAM and system RAM for AI workloads. Covers when each matters, how they interact during…
CPU Requirements for AI Inference: Does It Matter?
Guide to CPU requirements for GPU-accelerated AI inference. Covers when CPU matters, core count recommendations, preprocessing bottlenecks, and how to…
How Much RAM Do You Need for AI Inference?
Guide to system RAM requirements for AI inference workloads. Covers RAM needs for LLMs, image generation, RAG pipelines, and multi-model…
How Much Storage Do You Need for AI Models?
Guide to storage requirements for AI model hosting. Covers model file sizes, NVMe vs HDD, storage for popular LLMs and…
Explore GPU Hosting Solutions
From the blog to your next deployment — pick the right platform for your workload.
Dedicated GPU Hosting
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersPrivate AI Hosting
Isolated GPU infrastructure for sensitive AI workloads — no shared hardware, full data control.
Explore Private AIMulti-GPU Clusters
Scale horizontally with multi-GPU configurations for training and large-model inference.
Explore ClustersAPI Hosting
Host your own AI API endpoints on dedicated GPU servers — low latency, high availability.
Explore API HostingOpen Source LLM Hosting
Deploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingTokens/sec Benchmarks
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
65 Victory Avenue
PE7 1XU, England
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