GPU passthrough to LXCs beats VMs in Proxmox, and it's way simpler than you'd think
… Unless you’ve got the right enterprise hardware, you can remove vGPUs and SR-IOV-based sharing provisions out of the equation. …
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Mid-range GPUs have largely dodged the memory crisis, but not for much longer
… When enterprise AI demand gobbled almost all the available memory, GPU manufacturers could no longer continue to sell GPUs at the prices we saw until the end of last year. They slashed the production of low-margin budget GPUs to focus on high-end models. …
Nvidia's RTX 50-series launch shows why the 'always wait for the next generation' rule is dead
… Record your steady-state GPU clock frequency, core voltage drops, and peak power draw. …
Most gamers should logically buy an AMD GPU — here's why they keep buying Nvidia anyway
… And it's not just marketing that's behind Team Green's leadership in the GPU space, whether consumer or enterprise. Between the two GPU brands, Nvidia was the first mover, at least on the 3D graphics scene. …
DRAM prices have tripled, and three products are paying the price
… Why would Nvidia sell you a 5070 super for $600 when they can use the same memory in a $5,000 enterprise chip? …
13 years later, the GTX Titan is still the most important GPU Nvidia ever made
… Related My RX 9070 XT was the better GPU, but AMD's track record pushed me back to RTX If they're willing to lock FSR 4 to the newest cards, that's not good news for the longevity of my GPU The Titan quietly helped build the bridge toward Nvidia’s AI future It's tough not to be reverent about this … …
I added a second GPU just for local AI workloads, and it cost less than upgrading my main one
… I was on the lookout for a cheap card to act as my dedicated local AI GPU, and was curious how low I could go. Fortunately, even an 8GB VRAM GPU that's several generations old has enough power to host 7B–8B models. …
PC building is expensive in 2026, and these are the used enterprise parts I'm buying instead
… RAM has become extortionate, but there is an absolute gold mine when it comes to X-Enterprise units. Enterprise servers use ECC, otherwise known as error correction code, registered RAM. …
I replaced ChatGPT's free tier with a tiny local model running on my old laptop
… And I’m not just talking about bulky enterprise-tier hardware, either. …
2026 has changed gaming for the worse, gamers just don't realize it yet
… Even AMD hasn't launched any new GPUs this year, except the nerfed RX 9070 GRE. The data center demand has hit the consumer GPU vertical hard, but manufacturers don't care anymore. Nvidia and AMD are making bank by supplying enterprise GPUs to companies jumping on the AI bandwagon. …