Model Guides
Step-by-step setup guides for specific AI models on dedicated GPU servers. From LLM deployment to vision model hosting and speech model hosting, each guide includes configuration, optimisation tips, and GPU recommendations.
CodeLlama VRAM Requirements (7B, 13B, 34B)
Complete CodeLlama VRAM requirements for 7B, 13B, and 34B across all variants (Base, Instruct, Python). FP32, FP16, INT8, INT4 tables and GPU picks.
YOLOv8 VRAM Requirements (All Model Sizes)
Complete YOLOv8 VRAM requirements for Nano to XLarge across detection, segmentation, and pose tasks. FP32, FP16, INT8 tables plus GPU…
How to Deploy LLaMA 3 on a Dedicated GPU Server
Learn how to deploy Meta's LLaMA 3 on a dedicated GPU server using vLLM and Ollama, with step-by-step CLI commands…
How to Deploy Mistral on a Dedicated GPU Server
Deploy Mistral 7B, Mixtral 8x7B, and Mistral Large on a dedicated GPU server with vLLM or Ollama. Includes VRAM tables,…
How to Deploy Qwen on a Dedicated GPU Server
Step-by-step guide to deploying Alibaba's Qwen models on a dedicated GPU server using vLLM and Ollama, covering VRAM requirements, CLI…
How to Set Up ComfyUI on a Dedicated GPU Server
Install and configure ComfyUI on a dedicated GPU server for AI image generation. Covers VRAM requirements, model downloads, custom nodes,…
How to Run Flux.1 on a Dedicated GPU Server
Deploy Black Forest Labs' Flux.1 image generation model on a dedicated GPU server. Covers VRAM requirements, ComfyUI and diffusers setup,…
How to Deploy Coqui TTS on a Dedicated GPU Server
Deploy Coqui TTS and XTTS on a dedicated GPU server for real-time voice synthesis. Covers VRAM requirements, installation, API setup,…
How to Deploy Gemma on a Dedicated GPU Server
Deploy Google's Gemma open models on a dedicated GPU server using vLLM and Ollama. Includes VRAM tables, step-by-step CLI commands,…
How to Deploy a Code Model (StarCoder / CodeLlama) on a GPU Server
Deploy StarCoder, CodeLlama, and other code-generation models on a dedicated GPU server. Covers VRAM requirements, vLLM/Ollama setup, and IDE integration…
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 ServersOpen Source LLM Hosting
Deploy LLaMA, Mistral, DeepSeek, and more on dedicated hardware with no per-token API fees.
Explore LLM HostingVision Model Hosting
Deploy YOLO, PaddleOCR, Stable Diffusion, and other vision models on GPU-accelerated servers.
Explore Vision HostingSpeech Model Hosting
Deploy Whisper, Coqui, Bark, and other speech models with low-latency inference.
Explore Speech HostingMultimodal Model Hosting
Vision-language models, audio-language models — deploy multimodal AI on dedicated GPUs.
Explore MultimodalTokens/sec Benchmarks
Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
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