One of the practical limitations of generating images locally is resolution. Even on capable hardware, generating directly at 2048×2048 or higher consumes enormous amounts of VRAM and time. The ...
AI for Business — Practical Guides & Reviews
Artificial intelligence is moving from buzzword to business tool. This section cuts through the hype and focuses on how UK businesses — particularly in wholesale distribution, building supplies, and electrical wholesale — can use AI to work smarter right now.
What We Cover
- AI for Wholesale Distribution — Smarter stock management, pricing decisions, and customer query handling using AI tools
- AI for Builders Merchants — From yard to counter, how AI is changing operations for builders merchants across the UK
- AI for Electrical Wholesalers — Managing thousands of SKUs, pricing complexity, and customer service with AI assistance
- AI Guides — Step-by-step guides on using ChatGPT, AI tools, and automation for real business tasks
- Sales & Pricing Intelligence — How to use AI to analyse sales trends, predict stock shortages, and make smarter pricing decisions
Our Approach
We focus on practical application over theory. Every guide is written with real business workflows in mind — the kind of operations run by UK SMEs who don't have dedicated data science teams but want to use AI effectively from day one.
ComfyUI is a powerful tool, but like any complex software it can behave unexpectedly — particularly when combining custom nodes, different model types, and varying hardware configurations. Most ...
Out of the box, ComfyUI is a capable image generation tool — but its real power comes from the community ecosystem of custom nodes that extend what the interface can do. Custom nodes add everyth...
ControlNet is one of the most transformative additions to the Stable Diffusion workflow. While a standard text-to-image generation gives you creative guidance through your prompt, ControlNet gives you...
LoRAs — short for Low-Rank Adaptation — are one of the most useful tools in the Stable Diffusion ecosystem. They are small model add-ons that steer a base checkpoint towards a specific sty...
ComfyUI is one of the most powerful node-based interfaces for running Stable Diffusion locally, and Linux is arguably the best platform to run it on. Whether you are using Ubuntu 22.04, Ubuntu 24.04, ...
ComfyUI is a free, open-source node-based interface for running AI image generation locally on your own hardware. This page brings together every ComfyUI guide on Serverman — whether you are jus...
The GPU you use for ComfyUI determines which models you can run, how fast images generate, and how much compromise you’re accepting. VRAM is the primary constraint — not compute speed, not...
ComfyUI’s node-based interface looks intimidating at first. When you open it for the first time, you’re presented with a canvas full of connected boxes and wires rather than the input fiel...