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.
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 commands, and production tips.
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…
How to Deploy DeepSeek on a Dedicated GPU Server
A step-by-step guide to deploying DeepSeek R1 and V3 models on dedicated GPU hardware. Covers hardware requirements, vLLM setup, and…
How to Run PaddleOCR on a Private GPU Server
Deploy PaddleOCR on a private GPU server for high-speed, privacy-first document processing. Covers installation, GPU acceleration, batch processing, and API…
How to Deploy Whisper for Real-Time Transcription on a GPU Server
Step-by-step guide to deploying OpenAI Whisper on a dedicated GPU server for real-time transcription. Covers model selection, Faster Whisper setup,…
How to Run Stable Diffusion XL on a Dedicated Server
Deploy Stable Diffusion XL on a dedicated GPU server for high-quality image generation at scale. Covers hardware requirements, ComfyUI and…
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Deploy YOLO, PaddleOCR, Stable Diffusion, and other vision models on GPU-accelerated servers.
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Deploy Whisper, Coqui, Bark, and other speech models with low-latency inference.
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Vision-language models, audio-language models — deploy multimodal AI on dedicated GPUs.
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