Krea 2 users recommend a two-pass Clownshark sampler setup for sharper image details
listopalafoto · reddit · 2026-07-22
A Reddit user shares Krea 2 sampler recommendations focused on image quality. Their argument is that Krea 2 prioritizes visual feel, texture, and mood rather than literal prompt matching, so the sampler and scheduler choices matter a lot for getting sharper detail.
The suggested workflow is a two-pass setup:
- First pass: Clownshark sampler + Euler/beta, about 12 steps, to establish structure and general detail
- Second pass: Clownshark sampler + res4sMunthe-Kaas / KLoptimal, about 3 steps, with 0.27 denoise to recover extra sharpness and detail
The post also explains that:
- Keeping the same seed across both passes is important
- This combination is presented as sharper and more precise than slower high-precision alternatives such as Dormand-Prince 6s
- Lower-cost variants like res2s and res2m are mentioned as speed/quality tradeoffs
It additionally includes a short primer on Runge–Kutta–Munthe-Kaas methods and why geometric solvers are useful in numerical analysis.
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