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.
DeepSeek Coder vs DeepSeek Chat: Choosing the Right Variant
Comparison of DeepSeek Coder and DeepSeek Chat variants covering training differences, benchmark performance on code vs conversation tasks, and deployment guidance for dedicated GPU servers.
Phi-3 Mini vs Small vs Medium: Size Selection Guide
Practical guide for selecting between Phi-3 Mini (3.8B), Small (7B), and Medium (14B) covering quality-cost trade-offs, VRAM requirements, and workload-specific…
Mistral Instruct vs Base: Which to Deploy
Practical guide comparing Mistral Instruct and Base variants, covering fine-tuning implications, prompt formatting, quality differences, and deployment recommendations for dedicated…
Qwen 2.5 Coder vs Qwen 2.5 Chat: Code-Specific Models
Detailed comparison of Qwen 2.5 Coder and Qwen 2.5 Chat covering code-specific training, benchmark differences, deployment scenarios, and hardware recommendations…
Gemma 2 2B vs 9B vs 27B: Choosing the Right Size
Size selection guide for Google's Gemma 2 family covering quality-cost trade-offs, VRAM requirements, distillation benefits, and workload-matched hardware recommendations for…
Bark vs XTTS-v2 vs Kokoro: TTS Model Selection
Three-way comparison of Bark, XTTS-v2, and Kokoro text-to-speech models covering voice quality, speed, cloning capabilities, and GPU hosting requirements for…
SD 1.5 vs SDXL vs Flux.1: Image Model Selection Guide
Comprehensive comparison of SD 1.5, SDXL, and Flux.1 image generation models covering quality tiers, speed, VRAM requirements, ecosystem maturity, and…
PaddleOCR vs Tesseract vs EasyOCR: OCR Model Comparison
Practical comparison of PaddleOCR, Tesseract, and EasyOCR covering accuracy, speed, language support, GPU acceleration, and deployment guidance for OCR workloads…
DeepSeek V3 vs V2: Performance Upgrade on Dedicated GPU
In-depth comparison of DeepSeek V3 and V2 covering MoE architecture changes, inference speed improvements, VRAM requirements, and practical migration guidance…
ChromaDB vs FAISS vs Qdrant: Vector DB on GPU Servers
Comparison of ChromaDB, FAISS, and Qdrant for vector search on GPU servers covering performance characteristics, scaling behaviour, GPU acceleration, and…
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