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Blog Patshead. You might consider it a stretch to call my gaming PC a workstation. One lazy way to define a workstation could be enterprise...

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Blog.patshead.com news digest

  • 11 days

    Fast Machine Learning in Your Homelab on a Budget

    Setting up local LLM services in your home is complicated. Running a coding model locally would cost on the order of $10,000, whereas the same capability is available in the cloud for about $3 per month and runs several times faster. I most definitely...

  • 22 days

    Squeezing Value from Free and Low-Cost AI Coding Subscriptions

    I subscribed to Z.ai’s Coding Lite plan for what worked out to $3 per month. I’ve written in detail about my experiences with the Z.ai plan, and running OpenCode against Z.ai’s GLM-4.7 is most definitely all that I need. In fact, it is way more than...

  • 27 days

    OpenCode with Local LLMs -- Can a 16 GB GPU Compete With The Cloud?

    There was a post on Hacker News yesterday about ByteShape’s success running Qwen 30B A3B on a Raspberry Pi with 16 gigabytes of RAM. I wondered if their quantization was really better. I had tried fitting a quant of Qwen Coder 30B A3B on my Radeon 9...

  • 1 month

    Bazzite On My Workstation -- Five Weeks Later

    It has been five weeks since I wiped my NVMe drive and installed Bazzite on my desktop workstation. Why five weeks? I figured a blog post about this would be a good way to wrap up 2025! When I wrote about my initial experience with Bazzite, I was only...

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