GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
How to Host an AI Video Generation Platform on a GPU Server
Host your own AI video generation platform on a dedicated GPU server using models like Wan-AI, CogVideoX, and Mochi for text-to-video, image-to-video, and video editing workflows.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
How to Build a Document OCR Pipeline on a Dedicated GPU
Build a high-throughput document OCR pipeline on a dedicated GPU server using PaddleOCR, Tesseract, and AI-powered post-processing for accurate text…
How to Build an AI Content Moderation System on a GPU Server
Build a real-time AI content moderation system on a dedicated GPU server using vision models, text classifiers, and multi-modal analysis…
How to Build an AI-Powered Search Engine on a GPU Server
Learn how to build a production-ready AI-powered search engine on a dedicated GPU server using vector embeddings, semantic search, and…
How to Secure Your AI Inference API (Authentication + Rate Limiting)
Secure your self-hosted AI inference API with API key authentication, JWT tokens, rate limiting, and IP whitelisting. Production-ready configurations for…
How to Benchmark Your GPU Server for AI Workloads
Learn how to benchmark your GPU server for AI inference and training workloads. Covers LLM throughput testing, CUDA compute benchmarks,…
How to Set Up Auto-Scaling AI Inference with Load Balancing
Build an auto-scaling AI inference architecture with load balancing across multiple GPU servers. Covers health checks, dynamic scaling triggers, and…
How to Monitor GPU Usage on a Dedicated Server
Set up comprehensive GPU monitoring on your dedicated server using nvidia-smi, Prometheus, Grafana, and DCGM. Track VRAM usage, temperature, power…
Docker for AI: Running GPU Workloads in Containers
Learn how to run GPU-accelerated AI workloads in Docker containers using the NVIDIA Container Toolkit. Covers installation, docker-compose with GPU…
How to Configure Nginx Reverse Proxy for AI Inference APIs
Configure Nginx as a reverse proxy for AI inference APIs running on vLLM, Ollama, or custom servers. Covers TLS termination,…
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