Accidentally Built a Nuclear Supercomputer.
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Conquering Compute: Building and Debugging an Eight-GPU Workstation
Discover the extreme engineering hurdles undertaken—from sourcing parts to modding firmware—to build a specialized, 8-GPU machine aimed at replacing cloud costs.
Short Summary
- Achieve computational self-sufficiency by justifying an expensive, custom-built rig against cloud services.
- Overcome significant hardware integration challenges by designing and constructing a custom open-air case using aluminum extrusions.
- Successfully enable 8-way GPU parallelism (TP8) crucial for running large models like Llama 3 70B, requiring custom BIOS flashing.
- Verify that noise and power consumption remained manageable despite the massive component load.
This build documents a journey motivated by reaching extreme compute power, involving custom fabrication, overcoming compatibility issues that stalled progress for days, and relying on the kindness of strangers to modify system firmware successfully.
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Top Comments (10)
The Greatest Technician That's Ever Lived
happy to help, congratulations on all your Linux success 🎉
Hey! BIOS guys here. Your welcome
This is era of Pewds might not be for everyone, but let's be honest, he's at peak. He actually became someone I aim to be like.
0:22 "The less i touch grass the more I touch the clouds"' *ting* so glad I'm awake for this video
We all know Bjorn did all this and Felix is just talking credit of his hard work
The custom bios off of a random guy is genuinely insane 😭😭😭
Finally Felix can return to his Minecraft Hardcore world without lagging his PC anymore
2:32 "the RTX 4000 isnt a very exciting gpu....BUT IF YOU GET 7-" hands down my favorite quote so far
Zero chance you or your team sees this. But as a father of two with very little time for videos these days, who’s been w you since pre 1 million subs, it warmed my heart more than is sane to see you hanging w your son. Much love to you and your family man. Been a LONG trip.
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Top Comments (10)
The Greatest Technician That's Ever Lived
happy to help, congratulations on all your Linux success 🎉
Hey! BIOS guys here. Your welcome
This is era of Pewds might not be for everyone, but let's be honest, he's at peak. He actually became someone I aim to be like.
0:22 "The less i touch grass the more I touch the clouds"' *ting* so glad I'm awake for this video
We all know Bjorn did all this and Felix is just talking credit of his hard work
The custom bios off of a random guy is genuinely insane 😭😭😭
Finally Felix can return to his Minecraft Hardcore world without lagging his PC anymore
2:32 "the RTX 4000 isnt a very exciting gpu....BUT IF YOU GET 7-" hands down my favorite quote so far
Zero chance you or your team sees this. But as a father of two with very little time for videos these days, who’s been w you since pre 1 million subs, it warmed my heart more than is sane to see you hanging w your son. Much love to you and your family man. Been a LONG trip.