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.
There is something synonymous between floppy drives and retro computing and while most of you may associate a floppy disk with a save icon they are still a key element in getting any Retro system running.
This Vintage shipping fail is brought to you by why you should always pack items correctly. When I bought this PC the listing said it came with the original box. Which is not liberty to "ship" it in the original box.
For those of us wanting to mess around with old hardware it is important to check your hardware for issues including old barrel style batteries. I picked up this board on eBay and while the battery didn't explode or damage the board it had started to leak. With a soldering iron it is pretty easy to fix.
As a PC Hardware Enthusiast I can get excited at just about anything. Turns out my playing Quake 1 on a Pentium Pro sparked a "retro kick" that brought me to RE-PC in Seattle to get some hard to find parts.
One thing I love about doing computer hardware review is being able to test some of the latest and greatest computer hardware on the market and wouldn't you know it, some of that gear stuck around.
2020 could have been a better year for Hardware Asylum but, we still got to do some amazing things proving what makes this website different from everyone else and what will make Hardware Asylum better in 2021
A tribute to the very first ROG motherboard from 20 years agoEpomaker RT100 Pro Wireless Mechanical Keyboard Review @ APH NetworksASUS ROG Strix X870E-A Gaming Wi-Fi 7 Neo @ TechPowerUpPC Board Game Crossovers that are Actually GoodLIAN LI VECTOR V150 INF: Infinity Mirror Front Panel Meets Compact m-ATX PerformanceADATA Unveils New Product Strategy to Accelerate Its Expansion into the Next AI EraPop 2 Vision by FractalAlphacool Apex Grip Fittings & AdapterBLUETTI FridgePower, BlueCell 200, Display 1 Uninterruptible Power Supply Review @ APH NetworksCORSAIR FRAME 4000D WOOD RS & 4000X RS Review @ Vortez