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build deploy Hackaday May 09, 2026

Getting a Proprietary-Bus GPU onto PCIe Enables Cheaper Local LLMs, For Now

Getting a Proprietary-Bus GPU onto PCIe Enables Cheaper Local LLMs, For Now
AI Summary

If you’ve been thinking of getting into self-hosting generative AI, but don’t have a big budget for hardware, you might want to check out [Hardware Haven]’s latest video on an unusually cheap GPU option — but you’ll have to do so quickly, before the market realizes the chance for arbitrage and prices rise accordingly. He’s gotten a hold of a 16 GB NVidia V100 card for only about a hundred bucks, mostly because it’s not easy to plug in, being on an SXM2 socket rather than the PCIe bus.

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