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Model Guides

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.

Model Guides Apr 2026

Run Mixtral 8x7B on RTX 3090 (MoE Deployment)

Guide to deploying Mixtral 8x7B on an RTX 3090 with 24 GB VRAM. Covers VRAM constraints for MoE models, quantisation…

Model Guides Apr 2026

Run YOLOv8 on RTX 4060 (Object Detection Setup)

Step-by-step guide to running YOLOv8 object detection on an RTX 4060. Covers VRAM requirements, Ultralytics setup, inference benchmarks, and real-time…

Model Guides Apr 2026

Run Qwen 2.5 on a Dedicated GPU Server

Complete guide to running Qwen 2.5 on a dedicated GPU server. Covers GPU selection, installation, API setup, performance benchmarks, and…

Model Guides Apr 2026

Run Phi-3 on a Dedicated GPU Server

Complete guide to running Microsoft Phi-3 on a dedicated GPU server. Covers GPU selection for all Phi-3 sizes, vLLM and…

Model Guides Apr 2026

Run Gemma 2 on a Dedicated GPU Server

Complete guide to deploying Google's Gemma 2 on a dedicated GPU server. Covers GPU recommendations for 2B, 9B, and 27B…

Model Guides Apr 2026

Run PaddleOCR on a Dedicated GPU Server

Complete guide to deploying PaddleOCR on a dedicated GPU server. Covers GPU selection, installation, API setup, OCR benchmarks, and tips…

Model Guides Apr 2026

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,…

Model Guides Apr 2026

Mixtral 8x7B VRAM Requirements

Complete VRAM breakdown for Mixtral 8x7B — covering FP16, INT8, INT4, and GGUF quantisation with GPU recommendations and context length…

Model Guides Apr 2026

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…

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