GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
Whisper Turbo v3 Self-Hosted
OpenAI's Whisper Turbo is roughly 8x faster than large-v3 with minimal accuracy loss - the practical default for self-hosted transcription.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
Whisper + Pyannote Diarization on a GPU
Transcription tells you what was said. Diarization tells you who said it. Combined pipeline on a dedicated GPU for full…
Per-Seat vs Per-GPU Pricing Model for AI SaaS
Charge customers per user seat or per GPU capacity? The choice affects unit economics, churn dynamics, and who pays for…
Parler-TTS Self-Hosted
Parler-TTS from Hugging Face is a description-controlled text-to-speech model. Self-hosting it gives you natural voices without API fees.
GPU Server Depreciation Accounting
Whether you treat GPU hosting as opex or own-and-depreciate as capex has tax and accounting implications. The trade-off analysis.
GPU Power Management on a Dedicated Server
Power limits, clock speeds, and persistence mode - the nvidia-smi settings that affect both cost and performance on a dedicated…
BGE Reranker v2 M3 Deployment
A reranker after a vector search step lifts retrieval accuracy substantially. BGE reranker v2-m3 is the practical self-hosted choice.
BGE-M3 Self-Hosted on a Dedicated GPU
BGE-M3 is a multilingual, multi-function embedding model with native dense, sparse, and ColBERT-style outputs - the most capable single embedder…
RTX 5060 Ti 16GB for Chatbot Hosting
Host production chatbots on a single RTX 5060 Ti 16GB with Llama 3 8B or Phi-3, prefix caching, and concurrency…
RTX 5060 Ti 16GB for Cohere Aya: Multilingual LLM Hosting Guide
How the RTX 5060 Ti 16GB runs Cohere Aya 23 8B, Aya Expanse 8B, and Aya-101 across 101 languages with…
Browse by Category
Find exactly what you need — from GPU benchmarks to deployment tutorials.
AI Hosting & Infrastructure
AI Hosting & Infrastructure
Browse ArticlesAlternatives
Browse articles in Alternatives
Browse ArticlesBenchmarks
Browse articles in Benchmarks
Browse ArticlesCost & Pricing
Browse articles in Cost & Pricing
Browse ArticlesGPU Comparisons
Browse articles in GPU Comparisons
Browse ArticlesGPU Guides
Browse articles in GPU Guides
Browse ArticlesLLM Hosting
Browse articles in LLM Hosting
Browse ArticlesModel Guides
Browse articles in Model Guides
Browse ArticlesNews & Trends
News & Trends
Browse ArticlesTutorials
Browse articles in Tutorials
Browse ArticlesUse Cases
Browse articles in Use Cases
Browse ArticlesReady to deploy your AI workload?
Dedicated GPU servers from our UK datacenter. NVMe storage, 1Gbps networking, full root access.
65 Victory Avenue
PE7 1XU, England
GPUAIR © All Rights Reserved.