… Related Owning the latest GPUs from both Nvidia and AMD made me realize that software matters more than hardware in 2026 The gap is no longer purely silicon-based The GPU market has been on shifting sands since 2018 The features have been the primary differentiators, not performance Perhaps it all … …
… You can either use a model that mostly relies on your GPU, or one that combines the CPU and GPU and offers higher-quality results. …
… Software isn't the only thing, but it's quickly becoming a primary consideration in a GPU purchase. Owning both cards made the conclusion unavoidable, really. My Nvidia GPU , while technically having more powerful silicon inside, isn't the better GPU because of that. …
… For my Nvidia-powered rig, I tend to add the following lines at the bottom of the file, but you might want to change the number after the lxc.cgroup2.devices.allow: c argument to match the GPU components from the output of the ls -l /dev/nvidia command. lxc.cgroup2.devices.allow: c 195: rwm lxc.cgr… …
… Another factor is that it intelligently adjusts generated frames to match the display's refresh rate, with a focus on improving UI clarity. These statistics are just something that the GPU alone is unable to match. …
Korbin Brown Apr 5, 2026, 2:31 PM EDT Korbin is a Linux system administrator who spends most of his time in a terminal figuring out how things actually work. …
… MoE models aren't without compromises, but being able to fit a model inside a mid-range GPU is miles better than not being able to run it at all. Related High-VRAM GPUs aren't the future of local AI — unified memory and Mixture of Experts models are GPUs are fast, but they have limited RAM. …
… From launching the "world's first GPU" and the CUDA architecture for parallel programming to the iconic Pascal lineup, and bringing real-time ray tracing to games with the Turing GPUs, Nvidia has been at the cutting edge of GPU computing. …
… Related You may not like them, but AI upscalers are currently saving PC gaming DLSS is playing a large part in why old hardware is still capable right now Buying a GPU in 2026 feels like predicting the future Raw performance no longer tells the full story While buying a new GPU today, performance n… …
… Related I turned a dead GPU into a hardware encoder, and it's perfect for my NAS Waste not want not GPU passthrough is where things get really exciting If you're running Proxmox, a dedicated GPU is a great tool Transcoding is just one use case for that old GPU, but even if you're not running a medi… …