… If that doesn't help bring down the memory temps, you should undervolt your GPU to reduce the power consumption and the temperatures across the board. GPU undervolting can be relied on for every GPU, irrespective of overheating. …
… Unless you confirm that your SSD is overheating without a heatsink, you can probably skip one. Conversely, if it's overheating even with a heatsink, you should check if the thermal pad is making proper contact with the drive.
… They can do a lot without needing a discrete GPU. While some models support eGPUs, external GPU setups are expensive enough that they rarely make sense for value-focused buyers. However, it's nice to have the eGPU support for cases where it may make sense. …
… It's one PCIe slot, and for the most part, it's the one that people mostly leave empty and ignored under their GPU. …
… This also puts the GPU to full stretch, which will show if the increased airflow in the case improves the GPU temperatures as well. …
… You can now assign Nvidia and other supported GPUs directly to your LXCs from the container configuration screen, which opens the door to running things like Ollama, Immich with hardware acceleration, or Jellyfin transcoding inside an LXC rather than a pre-composed TrueNAS "app." For anyone who has… …
… When that's wired up correctly, the GPU runs near-native, and the only translation cost is on the CPU side. …
… The correct answer is GPU VRAM. While CPU speed matters for CPU-only inference, having enough VRAM to load the model onto your GPU is the single biggest factor in how fast responses generate. A GPU with 16GB VRAM can run models that would crawl on a CPU alone. …
… A text editor, a media player, a system monitor, and a GPU utility don’t all need the same level of system access or integration. …
… Direct3D9Ex came in 2019 for better GPU performance. …