GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
RTX 5060 Ti 16GB for Shopify AI Integration
Drive Shopify product descriptions, review summaries and semantic search at 1000 products/hour from a self-hosted Blackwell 16GB.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
RTX 5060 Ti 16GB for Search Engine Backend
Hybrid BM25 plus vector search on Blackwell 16GB - Qdrant, TEI, BGE reranker and optional LLM summariser on one card.
RTX 5060 Ti 16GB as SDXL API Backend
Ship a private SDXL image API on Blackwell 16GB - 3.4 seconds per 1024 image, LoRA-swap architecture, ControlNet and IP-Adapter…
RTX 5060 Ti 16GB for Research Lab
Academic research lab setup on Blackwell 16GB - fine-tuning, eval, experiments, and why Blackwell FP8 is a step-change for small…
RTX 5060 Ti 16GB as Reranker API
Serve BGE-reranker-base at 3,200 pairs per second on Blackwell 16GB - a Cohere Rerank drop-in at fixed monthly cost with…
RTX 5060 Ti 16GB for Recruiting AI
CV screening, candidate matching and interview summaries on Blackwell 16GB - GDPR-friendly self-hosted recruiting AI.
RTX 5060 Ti 16GB for Qwen Coder 7B
Qwen Coder 7B on Blackwell 16GB - self-hosted IDE autocomplete and code chat with fill-in-middle support.
RTX 5060 Ti 16GB for Yi 9B
01.AI's Yi-1.5-9B on Blackwell 16GB - VRAM budgets, throughput, deployment, and where it stacks against Gemma, Mistral-Nemo and Qwen at…
RTX 5060 Ti 16GB for WordPress AI Plugin Backend
Swap OpenAI keys for a self-hosted vLLM endpoint in AI Engine, BetterAI and other WordPress plugins on Blackwell 16GB.
RTX 5060 Ti 16GB for Voice Assistant
Full voice assistant stack on Blackwell 16GB - ASR, LLM, TTS all on one card with end-to-end latency under 2…
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