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.
Sentence-BERT vs BGE vs E5: Embedding Model Comparison
Comparison of Sentence-BERT, BGE, and E5 embedding models covering retrieval quality, speed, dimensionality, and deployment considerations for RAG pipelines on dedicated GPU servers.
LangChain vs LlamaIndex vs Haystack: RAG Framework Guide
Practical comparison of LangChain, LlamaIndex, and Haystack for building RAG applications on self-hosted GPU servers covering architecture, flexibility, community, and…
AutoGen vs CrewAI vs LangGraph: AI Agent Framework Guide
Comparison of AutoGen, CrewAI, and LangGraph for building AI agent systems covering architecture patterns, multi-agent coordination, self-hosted model support, and…
Mistral Large vs Mistral 7B: When to Upgrade
Practical comparison of Mistral Large and Mistral 7B covering quality gains, VRAM requirements, throughput trade-offs, and decision criteria for upgrading…
Qwen 2.5 vs Qwen 2: Self-Hosting Upgrade Guide
Comparison of Qwen 2.5 and Qwen 2 covering architectural improvements, benchmark gains, VRAM impact, and step-by-step migration guidance for self-hosted…
Phi-3.5 vs Phi-3: What Microsoft Improved
Technical comparison of Phi-3.5 and Phi-3 covering the new MoE variant, multilingual expansion, benchmark improvements, and what changes for GPU…
Gemma 2 vs Gemma 1: Google’s Model Evolution
Technical comparison of Google's Gemma 2 and Gemma 1 model families covering architecture updates, new size options, benchmark improvements, and…
Whisper Large-v3 Turbo: Speed vs Accuracy Trade-Off
Analysis of Whisper Large-v3 Turbo compared to standard Large-v3, covering the distillation approach, real-world speed gains, accuracy trade-offs, and GPU…
SDXL Turbo vs SDXL: When Speed Beats Quality
Comparison of SDXL Turbo and standard SDXL covering the adversarial diffusion distillation technique, generation speed differences, quality trade-offs, and GPU…
Flux.1 Dev vs Schnell: Choosing the Right Variant
Comparison of Flux.1 Dev and Schnell variants covering generation quality, step requirements, licensing differences, and practical guidance for choosing between…
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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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Real-world tokens per second data across every GPU we offer, tested on popular LLMs.
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