GPU Hosting & AI Engineering Blog
Benchmarks, GPU comparisons, deployment guides, and cost analysis — everything you need to run AI on dedicated GPU servers.
RTX 4060 Ti for AI: The 16GB Sweet Spot?
The RTX 4060 Ti's 16GB VRAM hits a middle ground for AI workloads. Here's what models fit, how it performs, and whether it's the right choice for your project.
Latest Articles
Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.
RTX 4060 for AI: What Can an 8GB GPU Actually Do?
The RTX 4060's 8GB VRAM limits your AI options, but it's not useless. Here's exactly what models, workloads, and frameworks…
RTX 3090 for AI Training: Is 24GB Enough?
Can the RTX 3090 handle AI training workloads? We break down what you can fine-tune, LoRA vs full training, and…
CPU Requirements for AI Inference: Does It Matter?
Guide to CPU requirements for GPU-accelerated AI inference. Covers when CPU matters, core count recommendations, preprocessing bottlenecks, and how to…
GPU Memory vs System RAM for AI: What Matters More?
Explains the difference between GPU VRAM and system RAM for AI workloads. Covers when each matters, how they interact during…
How Much Bandwidth Does AI Inference Need?
Guide to network bandwidth requirements for AI inference APIs. Covers bandwidth for LLM serving, image generation, speech-to-text, and multi-user scaling…
How Much Storage Do You Need for AI Models?
Guide to storage requirements for AI model hosting. Covers model file sizes, NVMe vs HDD, storage for popular LLMs and…
How Much RAM Do You Need for AI Inference?
Guide to system RAM requirements for AI inference workloads. Covers RAM needs for LLMs, image generation, RAG pipelines, and multi-model…
AI Video Generation VRAM Requirements
Complete VRAM breakdown for AI video generation models including Wan AI, AnimateDiff, and SVD. Covers resolution scaling, frame count impact,…
RTX 3090 for Stable Diffusion: Performance Guide
Complete performance guide for running Stable Diffusion on RTX 3090 — covering SD 1.5, SDXL, and Flux with generation times,…
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.