Tag
#hardware
4posts

Gemma 12B vs DeepSeek 763B MoE: Extreme Local AI Benchmark on an RTX 4070
A head-to-head empirical battle between Gemma 4 12B Heretic (50 tok/s in VRAM) and DeepSeek-V4.1-Flash 763B MoE (3.1 tok/s over NVMe SSD) on a 12GB GeForce GPU.

gpu-unlock Explained: Doubling GeForce Tensor Cores for AI
Deep dive into Zagitta gpu-unlock: lifting NVIDIA half-speed tensor caps on RTX 20/30/40 cards, with real-world RTX 4070 math for ComfyUI and Civitai runs.

Optimizing Windows 11 for CS2 and ComfyUI: From Wi-Fi to P-Cores
A battle-tested Windows 11 guide: kill 300ms Wi-Fi lag spikes, isolate P-cores for CS2, and buffer 64GB virtual RAM for ComfyUI without crippling E-cores in BIOS.

How to Find the Best AI Model to Optimize Your PC Hardware
A pragmatic guide to choosing local LLMs for your GPU with LM Studio. Understand VRAM limits, quantization trade-offs, and full GPU offload.