…The trouble is that catching a problem is not the same as undoing one. Gemma flagged the log wipe, the DNS break, the swap removal, the SSH mess, and the sudo lockout…
…More VRAM, faster inference, bigger models. But over time, I realized something was off. Despite having a solid setup, my day-to-day productivity didn’t improve as much as it should…
…Integrated graphics can be used, which can avoid dedicated cards altogether, but even an old GTX 1080 with 8GB of VRAM could make a huge difference. Offloading as much to any GPU…
…Your GPU's VRAM limitations might end up crippling performance. Again, this is an example of all the complexity coming before the value. With cloud AI, you get value immediately, and the…
…For example, cheap KVM switches can cost around $25, and when you’ve got as many servers as I do, being able to swap the same set of peripherals between them is…
…He now lives his life as an expat in Tokyo, where he works as a technical API writer and builds PINION , an online gaming media. Sign in to your XDA account Local…
…provide some wiggle room for heavier tasks, such as running local models. I found anything under 10B to be entirely possible without entering swap territory and waiting an absolute age for the…
…And after that, the browser worked smooth as butter in Jan; my model was able to pull live data without fuss. Jan also has web search baked in through Exa as its…
…prove they're almost, if not as, capable of handling the same tasks as cloud-based tools. While hardware is the sunk cost, my 8GB VRAM gaming PC turned out to be…
…with 8GB VRAM, sitting at a 60k context window. The reason it can do that on modest hardware is GDN - a hybrid architecture that keeps memory usage mostly flat as context grows…