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v2.3.0: Enhanced Z-Image & Fixes

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@wildminder wildminder released this 09 Dec 13:40
3fd9149

This release focuses on correcting the integration of the Z-Image (Lumina-Image-2.0) architecture, resolving geometric distortions and ensuring distinct behavior for all scaling methods. It also includes stability fixes.

Key Changes

Z-Image / Lumina-Image-2.0 Support

  • Fixed Aspect Ratio Distortion: Implemented forced isotropic coordinate scaling to prevent the "vertical stretching" effect observed in non-square resolutions (e.g., portrait/landscape).
  • Restored Method Differentiation: Resolved an issue where vision_yarn, yarn, and ntk produced identical outputs. .
  • Coordinate Blending: Introduced a dynamic schedule that transitions from Position Interpolation (compressed coordinates) to Extrapolation (integer coordinates) over the diffusion process to improve structural stability.
  • Artifact Mitigation: Adjusted Dynamic MScale parameters to reduce high-frequency speckle noise specific to Z-Image's low-theta architecture.

General & Flux

  • Architecture Isolation: Enforced strict separation between model-specific logic (Z-Image vs. Flux/Qwen) to allow architecture-specific optimizations without causing regressions in other models.

⚙️ Usage

No workflow changes are required.