Tuning at the highest level
Tuning at the highest level
A guide to precision in AI image generation
Sometimes it's not that easy to get the insight to set up your settings correctly before a prompt has to do what you asked of the model you're using.
This guide will help you optimize settings, prompt structure, and interface features for clean, geometric, and stylish visuals. Each component is tailored for control, consistency, and visual purity.
- Settings: The technical basis
- Model: RealVisXL5
Suitable for stylized and geometric output - LoRA Concept: Super_Eye_Detailer (Weight: 0.35)
Enhances portrait details, but prompt should exclude floral filling - Scheduler: Euler Ancestral
Creative, responds well to style words - Steps: 57–65
Sufficient for detail without overgeneration - CFG Scale: 9–10
Increases prompt fidelity, enforces geometry - Compositing Mode: Box Blur
Less smooth than Gaussian, better for clean lines - Edge Size: 8–12
Keep edges sharp and in frame - Min Denoise: 0.15
Max Denoise: 0.30
Retains original lines, prevents fading - Infill Method: Tile
Repeats patterns, good for geometric composition - Tile Size: 16
Fine grid prevents edge shifting - VAE Strength/Scale: 0.25–0.35
Keep color and shape stable without over-softening
- Edge control: The visual boundary
Problem: Edges are falling off screen or shifting
Solution: Use this prompt line:
- Frame must be fully visible and aligned within the image boundaries. No cropping or shifting of borders.
Combine with:
- Box Blur
- Low Edge Size
- Tile Infill with Small Tile Size
Avoid Gaussian Blur in geometric compositions
- Prompt structure: Force the AI to obey
Essential exclusions:
- No floral motifs. No curved lines. No organic shapes.
Composition instructions:
- Stylized illustration of a woman in profile, using a symmetrical and geometrical layout inspired by Art Nouveau and Rococo. She is positioned within the composition on the right side of the image, facing inward (toward the left).
Edge instruction:
- Use clean, straight gold lines to frame all four borders — top, bottom, left, and right. Include both thick and thin line weights.
Color palette (optional):
- Deep Black #000000 — mystery, border
- Muted Gold #D4AF37 — exaltation, symbolism
- Teal #008080 — synthesis, digital clarity
- Midnight Blue #191970 — night, depth, rhythm
- Red #7B1E1E — ceremony, glamour
- Add Prompt Trigger: Dynamics and Automation
Location: Top right of the prompt box {}
Function: Add conditional rules to your prompt
Examples of triggers:
- style=geometric → Automatically add “no curves, no floral”
- palette=dark → Add “background must be deep black”.
- layout=symmetrical → Enable “frame must be fully visible…”
Setting tip:
- Max Prompts: 288
This is about 33% of 1000, which means you have room for variation without overloading
Make sure your triggers don't conflict or overlap
- Common mistakes (and how to avoid them)
- “Art Nouveau” without restriction → Curls, floral motifs
Solution: Add “no floral, no curves” - Too high Edge Size → Edges fall outside the screen
Solution: Decrease to 8–12 - Using Gaussian Blur → Blurs geometry
Solution: Use Box Blur or Tile - No border instruction in prompt → Frame is ignored
Solution: Explicitly add “frame must be fully visible…”
Links: to the various blog parts.
- The Breachline – Start & Overview
This page is part of the Noverra series, which combines stylistic shifts, rhythm, and digital image structures. Each image carries a unique codex and is aligned with a larger visual system in which form, color, and composition are given meaning. The content is rhythmically placed within the Tussen Klok en Klepel blog universe and aligns with the classification chart and cyclical structure of the series. For more context and in-depth information, visit the Noverra overview page.
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