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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

Stable Diffusion VRAM Requirements (SD 1.5, SDXL, Flux.1)

Complete Stable Diffusion VRAM requirements for SD 1.5, SD 2.1, SDXL, and Flux.1 at all precisions. GPU recommendations, resolution scaling,…

Model Guides Apr 2026

Whisper VRAM Requirements (Tiny to Large-v3)

Complete OpenAI Whisper VRAM requirements from Tiny to Large-v3. FP32, FP16, INT8 tables, GPU recommendations, and real-time factor benchmarks.

Model Guides Apr 2026

Qwen VRAM Requirements (All Model Sizes)

Complete Qwen VRAM requirements for Qwen2, Qwen2.5, and Qwen-VL — from 0.5B to 72B. FP32, FP16, INT8, INT4 tables plus…

Model Guides Apr 2026

Phi VRAM Requirements (Phi-2, Phi-3, Phi-3.5)

Complete Microsoft Phi VRAM requirements for Phi-2, Phi-3, and Phi-3.5 (Mini, Small, Medium, MoE). FP32, FP16, INT8, INT4 tables plus…

Model Guides Apr 2026

Gemma VRAM Requirements (2B, 7B, 27B)

Complete Google Gemma VRAM requirements for Gemma 2B, 7B, 9B, and 27B. FP32, FP16, INT8, INT4 tables plus GPU recommendations…

Model Guides Apr 2026

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…

Model Guides Apr 2026

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…

Model Guides Apr 2026

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…

Model Guides Apr 2026

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,…

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