Use Cases
Real-world applications of dedicated GPU servers — from AI chatbot hosting and voice agents to image generation and document processing. Learn how teams are using bare-metal GPU infrastructure in production.
AI for Legal Tech: Self-Hosted
Self-hosted AI for legal workflows — contract review, case-law research, document drafting. Compliance + cost.
RTX 4090 24GB for Internal Tooling
Internal AI tooling — engineering productivity, ops automation, internal Q&A — fits cleanly on a single 4090. Sizing and stack.
RTX 5060 Ti 16 GB for NLLB-200: Translation Throughput Across 200 Languages
Meta's NLLB-200 is the strongest open-weight translation model — 200 languages, dedicated to translation. The 5060 Ti hosts it at…
RTX 5060 Ti 16 GB for YOLO Hosting: Concurrency and Multi-Stream Setup
Hosting multiple YOLO inference streams on a single RTX 5060 Ti — for security camera fleets, retail analytics, and multi-camera…
Qwen 2.5 Coder 14B on the RTX 5060 Ti 16 GB
Qwen 2.5 Coder 14B is one of the strongest open-weight code models. On a 5060 Ti it needs INT4 to…
RTX 4090 24 GB for Voice Agent Hosting
The 4090's 24 GB hosts a voice agent stack — Whisper + LLM + TTS — with comfortable headroom. Setup…
RTX 5060 Ti 16 GB for NLLB-200: Translation Throughput Across 200 Languages
Meta's NLLB-200 is the strongest open-weight translation model — 200 languages, dedicated to translation. The 5060 Ti hosts it at…
Self-Hosted Customer Support Chatbot: Architecture and Hardware Sizing
How to architect a customer-support chatbot on dedicated GPU infrastructure — RAG over support docs, ticket-aware context, escalation logic, and…
Self-Hosted Document Summarisation Pipeline on Dedicated GPU
Summarising long documents — reports, transcripts, contracts — on self-hosted infrastructure. The map-reduce pattern, hardware sizing, and the right model.
RTX 5060 Ti 16 GB for Gemma 2 Hosting: 2B, 9B, and the 27B Question
Hosting Gemma 2 models on a 5060 Ti — 2B fits trivially, 9B at FP8, 27B needs aggressive quantisation or…
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 ServersAI Chatbot Hosting
Deploy conversational AI on dedicated GPU servers — low latency, full data privacy.
Explore Chatbot HostingVoice Agent Hosting
Build voice AI pipelines — STT + LLM + TTS on a single dedicated GPU server.
Explore Voice HostingImage Generation Hosting
Run Stable Diffusion, Flux.1, and ComfyUI at scale on dedicated GPU hardware.
Explore Image GenOpen 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?
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