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  1. If eyes or outlines look crunchy on dark backgrounds, I reduce LoRA weight a touch, drop CFG by 0.5–1, and add a brief second sampler after the latent upscale so details settle. For social posts, I mock up 3–4 thumbnail variants via https://createimg.ai and pick the one that holds readability at small sizes—Tiny style benefits a lot from clear shapes and high contrast.

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