Fine-Tuning LLMs on a Local Multi-GPU AI Workstation
Articles

Fine-Tuning LLMs on a Local Multi-GPU AI Workstation

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.

Software Choices for a Multi-GPU AI Workstation
Articles

Software Choices for a Multi-GPU AI Workstation

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 a Multi-GPU AI Workstation on a Budget
Articles

Building a Multi-GPU AI Workstation on a Budget

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.

Balancing Model Quality and Hardware Demands in AI Workstations
Articles

Balancing Model Quality and Hardware Demands in AI Workstations

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.

Lexar Celebrates their 30-year Anniversary at CES 2026
Articles

Lexar Celebrates their 30-year Anniversary at CES 2026

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.

Latest Articles and Events

  • Yeyian Gaming shows their latest Gaming Solutions at CES 2024

    Published: Tuesday, January 9, 2024 - Events Yeyian Gaming shows their latest Gaming Solutions at CES 2024

    Yeyian Gaming was at CES 2024 showing many of their custom hardware options including one-of-a-kind chassis designs and several branded components for their builds. While they are primarily a custom PC system builder they offer complementary accessories to enhance your gaming experience.

  • You are Building Your PC Wrong

    Published: Thursday, December 28, 2023 - Editorial You are Building Your PC Wrong

    What I have discovered over my 25+ years of doing product reviews is that hardware is always changing, sometimes for the good and sometimes for the bad. The current trend has been on a downhill spiral with features no longer being supported and creating a massive void in how we should be building our PCs. In this article I explore the problem and propose a few solutions.

  • Fast Track to Gen X - Speed Simplified a Aorus Z790 X Refresh

    Published: Tuesday, August 29, 2023 - Events Fast Track to Gen X - Speed Simplified a Aorus Z790 X Refresh

    Gigabyte invited myself and a handful of other tech journalists to attend the AORUS Z790 X Media event in San Diego which they called “Fast Track to Gen X – Speed Simplified”. This event served as a formal announcement for the Z790 X line of motherboards and might be one of the most exciting product refreshes I have ever seen.

  • Slot 1 Motherboard Testing for a Retro PC Build

    Published: Thursday, June 8, 2023 - Retro Slot 1 Motherboard Testing for a Retro PC Build

    I started building a Baby AT Slot 1 build and was concerned that I was getting the best performance. To settle the concern I set out to test four Baby AT Slot 1 motherboards across a variety of processors. What really amazed me is how good the memory controller really was on the 440BX compared to the competition at the time.

  • Building the Final Version of the Double Subwoofer Box - Part 1

    Published: Monday, June 5, 2023 - Modding Building the Final Version of the Double Subwoofer Box - Part 1

    The Double Sub Subwoofer enclosure build continues and in this article we are covering the assembly and finishing of the final design complete with wood veneer, black stain and clear coat.

  • Supra PiModem Project - Getting Retro PCs Online

    Published: Friday, April 21, 2023 - Retro Supra PiModem Project - Getting Retro PCs Online

    No RetroPC project is complete without a dial-up modem. Problem is, landlines are a thing of the past and the software available on Retro machines was designed for the technology of the time. This project is designed to bridge the gap using modern technology so that our solution works and still looks exactly like a Supra FaxModem 288 from the outside.