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.
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 recommendations.
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…
XTTS-v2 VRAM Requirements
Complete VRAM breakdown for Coqui's XTTS-v2 text-to-speech model covering all precision levels, voice cloning overhead, GPU recommendations, and comparison with…
ComfyUI vs Automatic1111: Stable Diffusion UI Comparison
Compare ComfyUI and Automatic1111 (AUTOMATIC1111) for Stable Diffusion workflows. Benchmark speed, GPU requirements, and features to choose the best UI…
DeepSeek VRAM Requirements (All Model Sizes)
Complete DeepSeek VRAM requirements for every model — R1, V3, Coder, and distillations. FP32, FP16, INT8, and INT4 tables plus…
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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.
Explore Speech HostingMultimodal Model Hosting
Vision-language models, audio-language models — deploy multimodal AI on dedicated GPUs.
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Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
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