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NUILab Agentic AI
Start Here Setup Models Workflows Reference
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Start Here What this isQuickstart
Setup Toolchain: Python and PyTorchInstalling ComfyUISharing the GPU
Models What's installedChoosing a model
Workflows Generating spritesCharacter consistencyPixel-perfect outputTilesets and animation
Reference CommandsThe VRAM budgetTroubleshootingDecision log

NUILab AI Game Art

Setup

How the stack was built, and the version decisions that are easy to get wrong.

Reproducing this on another machine, or understanding why a particular version was pinned. The version pages exist because two of these choices are non-obvious and both fail silently when made wrong.

Setup

Toolchain: Python and PyTorch

Why Python 3.12 and torch 2.11.0+cu130, and how both version choices fail silently if you get them wrong.

Setup

Installing ComfyUI

The checkout, the dependency install that must not clobber torch, and keeping weights outside the repo.

Setup

Sharing the GPU

Evicting resident services to reclaim VRAM, restoring them afterwards, and why replication keeps working throughout.

NUILab AI Game Art An open handbook for generating 2D game art with local models · maintained in a Git repository Back to top ↑
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