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.
Download AI models from AWS S3 to your GPU server for inference deployment. This guide covers configuring S3 access from your dedicated GPU, automating model downloads, caching strategies, and syncing…
Connect PostgreSQL to your GPU-hosted AI inference pipeline for intelligent data enrichment. This guide covers triggering AI inference from database…
Connect MongoDB to your GPU-hosted AI inference pipeline for document enrichment and vector search. This guide covers change streams for…
Connect Elasticsearch to your GPU-hosted AI for hybrid search combining keyword matching with semantic vector similarity. This guide covers generating…
Connect RabbitMQ to your GPU-hosted AI inference for reliable asynchronous processing. This guide covers setting up inference queues, building GPU…
Connect Apache Kafka to your GPU-hosted AI for real-time streaming inference. This guide covers consuming Kafka topics with GPU workers,…
Wire Make.com scenarios to your own GPU-hosted AI model using HTTP modules. This guide covers building visual automations that send…
Connect Snowflake to your GPU-hosted AI for intelligent data analytics. This guide covers calling your self-hosted LLM from Snowflake external…
Connect your self-hosted n8n workflow engine to a GPU-hosted LLM for fully private AI automations. This tutorial covers the HTTP…
Add AI-powered features to your Notion workspace using a self-hosted LLM on GPU. This guide covers the Notion API integration,…
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.