These $10 home lab upgrades solved problems I didn't know I had
…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…
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Windows K2: The 6 Best Features From Microsoft's Upcoming "Please Don't Leave" Update
There's a growing support amongst PC gamers for Linux, as Windows 11 becomes increasingly complex and Valve's Proton compatibility layer for running Windows games gets ever better. That's caused…
Speculative decoding made my local LLM actually usable
…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…
I ditched LM Studio for an open-source alternative — and my local model is doing things it couldn't before
…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…
Wired2Fire Haven Ember Pro 9060 review: a gorgeous mini gaming PC with a generous price | Club386
…I’m going to take Forza Motorsport as a solid example here, as it pushes VRAM hard when you max out all the settings. On the Wired2Fire Haven Ember Pro 9060, you…
Instead of paying $40 a month for cloud AI tools, I run everything through a local model on my gaming PC
…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…
How to Build, Run, and Scale High-Quality Creator Workflows in ComfyUI | NVIDIA Technical Blog
…Setting up requires an NVIDIA RTX GPU, some basic computer skills, and downloading models that can take up to 150 GB of space, but once installed, running workflows is as simple as…
I replaced Claude Pro with a local 9B model for a week, and finally found out what I was paying $20 a month for
…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…
I've been running some of the biggest open-weight LLMs for free on Nvidia's cloud
…such as OpenCode, will work as well. This is the same harness I've pointed at MiniMax's own API, GLM-5.1, and some of my self-hosted models. Swapping in…
How to buy a used graphics card: spotting scams and dodging duds in the memory shortage crisis
…Download a GPU info app like GPU-Z and confirm the right graphics processor is listed, as is the right VRAM capacity – it’s amazing what unscrupulous modders can do with a…