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Stable Diffusion, FluxWorks with Stable Diffusion, Flux

SDXL Modern Coastal House Visualization

Golden hour, low sun, and named materials so it does not flatten into midday CGI. SDXL: 30 steps, CFG 6.5, DPM++ 2M Karras, hires 1.5× denoise 0.3.

Stable Diffusion, FluxWorks with Stable Diffusion, Flux

SDXL Aged Study Desk Still Life

One focus target (the journal) so five objects do not all go sharp. SDXL: 30 steps, CFG 6, DPM++ 2M Karras, hires 1.5× denoise 0.35.

Stable Diffusion, FluxWorks with Stable Diffusion, Flux

SDXL Lived-In Cargo Bay Interior

Sodium overhead light and grime instead of chrome sci-fi. SDXL: 32 steps, CFG 6.5, DPM++ SDE Karras, hires 1.5× denoise 0.35.

Stable Diffusion, FluxWorks with Stable Diffusion, Flux

SDXL Unsettling Empty Hallway

Off-center vanishing point and an empty wheelchair - no gore tags. SDXL: 30 steps, CFG 6, DPM++ 2M Karras, hires 1.4× denoise 0.3.