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Local AI

Models run on hardware in this room: what fits, what runs out of memory, and how long it takes.

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In this section

Video

Video generation on a single consumer GPU. ComfyUI and Wan2.2 against a 12GB memory ceiling, including the configurations that did not fit.

LLM

Language models on hardware you already own. Quantization trade-offs, context length limits, and token rates measured with the conditions attached.

Image

Image generation on consumer hardware. Reserved: this cluster opens after the day 90 gate, and the page fills itself once articles exist.

Model Watch

New releases measured on the day they land, rather than summarised. An article joins this list by carrying the model-watch tag.

Everything in this section

Nothing published here yet. This page stays out of the index until an article lands in it.

Hands-on AI Lab

Local AI models run on hardware anyone can buy, with the test environment, the failed configurations, and the verification date attached to every number.

Workflow files and raw experiment data on GitHub

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Measurements describe the exact hardware, driver and runtime versions listed with them. Results on other configurations will differ. Nothing here is published without a human review of the final text. See the AI policy and the methodology. © 2026 Hands-on AI Lab.