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.
Run Bark TTS on a Dedicated GPU Server
Complete guide to deploying Suno's Bark text-to-speech on a dedicated GPU server. Covers GPU selection, installation, API setup, generation benchmarks, and optimisation tips.
Mixtral 8x7B VRAM Requirements
Complete VRAM breakdown for Mixtral 8x7B — covering FP16, INT8, INT4, and GGUF quantisation with GPU recommendations and context length…
Flux.1 VRAM Requirements (Dev, Schnell, Pro)
Complete VRAM requirements for all Flux.1 variants — Dev, Schnell, and Pro — at different precisions, resolutions, and with common…
LLaVA VRAM Requirements (All Model Sizes)
VRAM requirements for LLaVA vision-language models — covering 7B, 13B, and 34B variants at FP16, INT8, and INT4 with GPU…
ChromaDB + LLM VRAM Requirements for RAG
VRAM breakdown for running ChromaDB-based RAG pipelines with various LLMs. Covers embedding model overhead, LLM VRAM, total pipeline requirements, and…
ComfyUI VRAM Requirements (SD, SDXL, Flux)
Complete VRAM breakdown for ComfyUI workflows with Stable Diffusion, SDXL, and Flux.1. Covers base model VRAM, ControlNet overhead, LoRA stacking,…
AI Video Generation VRAM Requirements
Complete VRAM breakdown for AI video generation models including Wan AI, AnimateDiff, and SVD. Covers resolution scaling, frame count impact,…
SDXL Turbo VRAM Requirements
Complete VRAM breakdown for SDXL Turbo covering FP16, FP8, and INT8 precision levels with GPU recommendations, resolution scaling, and deployment…
Bark TTS VRAM Requirements
Complete VRAM breakdown for Suno's Bark text-to-speech model covering FP32, FP16, and INT8 precision with GPU recommendations and comparison to…
Kokoro TTS VRAM Requirements
Complete VRAM breakdown for Kokoro TTS covering all precision levels with GPU recommendations, latency benchmarks, and comparison to Bark and…
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.
View BenchmarksReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
65 Victory Avenue
PE7 1XU, England
GPUAIR © All Rights Reserved.