After a year of self-hosting LLMs, I realized the real bottleneck isn’t the GPU
…the real bottleneck in a local AI setup isn’t the GPU, it’s everything around it. Once I changed how my setup worked , the AI started becoming a part of how…
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I ran local LLMs on Intel's cheapest iGPU, and the results were surprisingly decent
2d agoYour old gaming PC is overkill for a home server, and that's exactly why it's perfect
3d agoMy entire home lab cost less than a new GPU, and it does more for me too
5d agoHigh-VRAM GPUs aren't the future of local AI — unified memory and Mixture of Experts models are
1w agoI tested Nvidia's flagship GPUs for gaming, and the RTX 5090 wasn't the winner
…extra fps, but with GPU prices being what they are now, the gap is much smaller than it was at launch for the $10,000 Pro graphics card. Related I went back…
You don't need an expensive GPU to run a local LLM that actually works
…Quiz 8 Questions · Test Your Knowledge You don't need a beefy GPU to run a local LLM Trivia challenge Think you know your way around local AI? Test your knowledge of…
I built my own Googlebook with a Raspberry Pi, local LLMs, and old hardware
…When he's not working on a new article, you can find him with his head stuck inside a PC or tinkering with a server operating system. Besides computing, his interests include…
I replaced ChatGPT and Claude with this powerful local LLM and saved over $20 a month while gaining full control
…some expert weights on the CPU instead of forcing them on my graphics card, while -ngl 999 ensures my GPU gets utilized for the KV cache and attention layers. Increasing the CPU…
I ran this bulky LLM on an SBC cluster, and it's the most unhinged setup I've ever built
…cmake .. -DGGML_RPC=ON -DCMAKE_BUILD_TYPE=Release cmake --build . --config Release -j$(nproc) Since I wanted the Alta SBC to act as the secondary server rig, I ran ./bin/rpc-server…
Your GPU does way more than gaming, and it's the reason your PC doesn't feel broken
…Today, GPU acceleration is baked into tools like Photoshop, and the graphics card handles the heavy lifting behind AI-driven upscaling models, reconstructing detail rather than just stretching pixels and calling it…
Running Claude Code locally saved me money, but that wasn't even the real win
…local LLM server for a while now, and I'm convinced it's the setup to aim for. You don't need a dedicated AI box or heavy workstation GPUs (though I…
I turned my home server into an AI appliance, and this is the stack that actually stuck
…Ollama and Local LLMs are the brain of my AI stack Building a private brain without the subscription fees Ollama is the core of my AI setup. It gives my home server…
Dual-booting Windows and Linux stopped making sense once my hardware got good enough
…I run a Paperless-ngx server on one of my Windows laptops with an Nvidia RTX graphics card. Paperless-ngx doesn't demand too many resources or GPU power, but I combined…