GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Build Chat Completion API (OpenAI-Compatible) on GPU
Build an OpenAI-compatible chat completion API on a dedicated GPU server. Serve multi-turn conversations with streaming, function calling, and system prompts using open-source models — a drop-in replacement for the…
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Build OCR API with PaddleOCR on GPU
Build a production OCR API with PaddleOCR on a dedicated GPU server. Extract text from documents, receipts, IDs, and handwritten…
Build Object Detection API with YOLOv8 on GPU
Build a production object detection API with YOLOv8 on a dedicated GPU server. Detect, classify, and locate objects in images…
Build Embedding API for Search on GPU
Build a production embedding API for semantic search on a dedicated GPU server. Generate dense vector embeddings for text, images,…
Build AI Summarization API on GPU
Build a production summarisation API on a dedicated GPU server. Serve extractive and abstractive text summarisation with configurable length, style,…
Build a Multi-Tenant AI Chatbot Platform on GPU
Build a multi-tenant AI chatbot platform on dedicated GPU servers. Serve multiple clients from a single infrastructure with isolated knowledge…
Build AI Translation API on GPU
Build a production translation API on a dedicated GPU server. Serve neural machine translation across 100+ language pairs with domain-specific…
Build AI Text-to-Speech API on GPU
Build a production text-to-speech API on a dedicated GPU server. Serve natural-sounding voice synthesis with custom voices, multi-language support, and…
Build AI Image Gen API with SDXL on GPU
Build a production image generation API with Stable Diffusion XL on a dedicated GPU server. Serve text-to-image and image-to-image endpoints…
Build AI Transcription API with Whisper on GPU
Build a production transcription API with OpenAI Whisper on a dedicated GPU server. Serve real-time and batch audio-to-text with word-level…
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