Tutorials
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.
Next.js + Self-Hosted LLM: Full-Stack AI
Complete guide to building a full-stack AI application with Next.js and a self-hosted LLM covering API routes, streaming, Server Components, chat UI, and deployment on GPU servers.
React + Self-Hosted LLM: Chat UI
Complete guide to building a React chat UI for a self-hosted LLM covering streaming responses, message history, markdown rendering, and…
Python WebSockets for Real-Time AI
Complete guide to building real-time AI applications with Python WebSockets covering bidirectional streaming, connection management, token-by-token delivery, and integration with…
gRPC for AI Inference: High-Performance API
Complete guide to building a gRPC AI inference service on GPU servers covering protobuf definitions, server-side streaming, bidirectional communication, load…
Redis Queue for AI: Async Processing
Complete guide to building async AI inference processing with Redis queues covering job submission, GPU worker design, priority queues, result…
Celery + GPU: Distributed AI Tasks
Complete guide to running distributed AI tasks with Celery on GPU servers covering task routing, GPU worker configuration, result backends,…
Kubernetes for AI: GPU Pod Config
Complete guide to configuring Kubernetes GPU pods for AI inference covering NVIDIA device plugin, resource requests, node affinity, autoscaling, and…
Prometheus + Grafana: GPU Monitoring
Complete guide to monitoring GPU servers with Prometheus and Grafana covering DCGM exporter, custom inference metrics, alerting, dashboard design, and…
ELK Stack for AI Inference Logging
Complete guide to setting up the ELK stack for AI inference logging covering Elasticsearch indexing, Logstash pipelines, Kibana dashboards, structured…
Webhook Integration for AI Results
Complete guide to building webhook integrations for AI inference results covering async delivery, retry logic, signature verification, payload design, and…
Explore GPU Hosting Solutions
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Dedicated GPU Hosting
Bare-metal servers with a dedicated GPU, NVMe, full root access, and 1Gbps networking from our UK datacenter.
Browse GPU ServersPyTorch Hosting
GPU-accelerated PyTorch on dedicated servers — CUDA, cuDNN, and NVMe pre-configured.
Deploy PyTorchvLLM Hosting
High-throughput LLM serving with vLLM — deploy on dedicated GPU hardware.
Deploy vLLMOllama Hosting
Run open source LLMs with Ollama — the simplest path to self-hosted AI.
Deploy OllamaOpen 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.
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