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.
API Gateway for AI: Kong/Traefik Setup
Complete guide to configuring Kong and Traefik as API gateways for self-hosted AI inference covering rate limiting, authentication, load balancing, and routing multiple models behind a single endpoint.
CI/CD for AI Models: Automated Pipeline
Step-by-step guide to building CI/CD pipelines for AI model deployment covering automated testing, model validation, Docker image builds, rolling updates,…
Model Versioning on GPU Servers
Practical guide to implementing model versioning for AI inference on GPU servers covering storage strategies, metadata tracking, version switching, A/B…
Blue-Green Deployment for AI Models
Complete guide to implementing blue-green deployment for AI models on GPU servers covering zero-downtime switching, traffic routing, health validation, automated…
RAG Pipeline with ChromaDB and LangChain
Build a retrieval-augmented generation pipeline combining ChromaDB for vector storage, LangChain for orchestration, and a self-hosted LLM for grounded answers…
Voice Agent Pipeline with Whisper, LLM, and Coqui TTS
Build a voice-to-voice AI agent combining Whisper for speech recognition, an LLM for reasoning, and Coqui TTS for speech synthesis…
OCR + LLM Document Summarisation Pipeline
Build a pipeline that extracts text from scanned documents with PaddleOCR and generates structured summaries with a self-hosted LLM on…
SDXL Image Generation API with FastAPI
Build a production image generation API serving Stable Diffusion XL through FastAPI with queuing, caching, and GPU memory management on…
Streaming Chatbot with LLaMA and RAG
Build a production streaming chatbot combining LLaMA with RAG retrieval, server-sent events, conversation memory, and a web frontend on dedicated…
AI Code Review Pipeline with DeepSeek and Git
Build an automated code review pipeline that analyses Git diffs with DeepSeek Coder, flags bugs, suggests improvements, and posts comments…
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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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