Hands-on deployment guides for AI frameworks, tools, and pipelines on dedicated GPU servers. Set up PyTorch, TensorFlow, vLLM, and more from scratch — full root access on bare metal.
Automate GPU server provisioning and AI model deployment with Ansible playbooks. This guide covers inventory setup, roles for NVIDIA drivers and inference servers, and repeatable automation for deploying self-hosted LLMs…
Monitor your GPU AI inference infrastructure with Datadog. This guide covers the Datadog Agent setup, GPU metrics collection via NVML,…
Visualise GPU server metrics in Grafana Cloud for your self-hosted AI infrastructure. This guide covers Prometheus exporters, GPU metric collection,…
Set up PagerDuty incident management for your GPU AI infrastructure. This guide covers alert integration, custom event routing for GPU-specific…
Build a Discord bot that runs on your own GPU-hosted LLM. Covers Discord.js setup, slash commands, streaming responses, and connecting…
Track and debug AI inference errors with Sentry. This guide covers SDK integration for your inference server, custom error context…
Use MinIO as the model storage backend for your GPU AI infrastructure. This guide covers deploying MinIO alongside your inference…
Sync models from Hugging Face Hub directly to your GPU server for instant deployment. This guide covers automated model downloads,…
Stream AI responses from your GPU server directly into a React application. This guide covers fetching completions from your self-hosted…
Stream AI responses from your GPU server into a Next.js application using server-side API routes. This guide covers building a…
From the blog to your next deployment — pick the right platform for your workload.
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersGPU-accelerated PyTorch on dedicated servers — CUDA, cuDNN, and NVMe pre-configured.
Deploy PyTorchHigh-throughput LLM serving with vLLM — deploy on dedicated GPU hardware.
Deploy vLLMRun open source LLMs with Ollama — the simplest path to self-hosted AI.
Deploy OllamaDeploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingReal-world tokens per second data across every GPU we offer, tested on popular LLMs.
View BenchmarksDedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.