Frigate Beyond Coral: GPU and OpenVINO
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When Coral USB isn't enough: GPU and OpenVINO detector performance, config gotchas, hardware picks for home lab NVR
Tag: gpu
All the articles with the tag "gpu".
Immich Hardware Acceleration: Stop Cooking Your CPU
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Wire up QSV, VAAPI, or NVENC in Immich so face recognition and thumbnails run on the GPU, not your CPU. Step-by-step for Intel, AMD, and Nvidia.
GPU Memory Math: Will This Model Actually Fit?
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Before you download a 70B model, calculate if it fits. The formulas, the gotchas, and a quick calculator you can actually use.
LLM Fine-Tuning for Mortals: LoRA, QLoRA, and Your Gaming GPU
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Fine-tune an LLM on your gaming GPU with LoRA and QLoRA: dataset prep, Hugging Face, Unsloth, VRAM math, a full walkthrough, and mistakes that waste your afternoon.