What fun is having an AI workstation if you don’t dive deeply into what makes AI work. Inference is maybe 98% of AI tasks from image generation to machine learning and even basic chats and summaries. We rely on model makers to do the heavy lifting and provide models that we can use, either in the cloud or locally.
In my previous articles I discussed the balance between model quality and hardware requirements for running AI models locally. For this article I wanted to discuss software and how my AI Workstation build was designed to work with the software packages and how I can switch between them to complete certain tasks.
Building an AI workstation is rarely about buying the single fastest component on the market; it is about finding the specific "sweet spot" that fits your workload. Whether you are prioritizing VRAM capacity, PCIe lane availability, or thermal management, the right build depends entirely on how you plan to use your machine. The goal isn't just raw power, but the ability to run the tools you need efficiently.
This is the first article in a new AI Hardware series talking about the requirements for running AI Models and why paying attention to these things can help you build a better AI Workstation. If anything learning why a DGX Spark or Mac Mini work but, can also be really slow.
2026 marks the 30th year for Lexar and they started CES off with an announcement that they were going to be the global storage partner for the Argentina National Football (Soccer) Team and launched a number of AI focused storage devices.
A little over four years ago I did a review of the RL280 Radiator from Thermaltake. The rad had some amazing build quality and was one of the flagship products for their new TT Premium line of DIY watercooling gear and we are going to cut it up.
2018 was a great year for Hardware Asylum which included a good mix of what makes this website different from everyone else and a good mix of what will make Hardware Asylum better in 2020
For as long as PC enthusiasts have been building water loops the question of "what liquid they should use" has been at the forefront. Should you use Distilled Water? or something a little more extreme?? Duh, go Extreme but stay away from Milk!!
Boise LAN is more than just a LAN party with great games and great people. In fact it is an open event where local businesses and sponsors can arrange to have some space available to promote their businesses.
The Noctua D15 is one of the all time greats when it comes to high performance aircooling. It is a silent cooler with capacity to handle overclocking and high-end gaming
One of the selling points of the EVO X from GeIL was that you could run RGB lights in a system that didn't support RGB on the motherboard. The new EVO X II builds on the design making them easier to use.
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