Files
wildminder-ComfyUI-DyPE/example_workflows
WildAi 04a97d91a9 feat(hiflow): scale_factor replaces target_resolution
User: absolute pixel target unintuitive and vague. New param is
relative to the input latent: 2 = double each side, 1 = unchanged,
0.5 = half. Semantics:

- scale applies PER SIDE (old absolute form over-upscaled the short
  side of non-square inputs — both sides doubled until the smaller
  hit the pixel target)
- up >1 keeps paper 2x-stage quantization: 1.2-2.0 -> one 2x stage,
  4 -> two; final may land above exact scale
- scale <1 (0.25-1): single guided refinement stage at the smaller
  size; reference trajectory bicubic-resized down, walk unchanged
- range [0.25, 8] validated at node + core

_stage_latent_sizes rewritten (nearest-snap helper split out);
cascade + node params renamed; workflow JSON updated; 158 hiflow
tests (new: downscale stage, per-side non-square, range, scale-2
single stage); suite 1310 passed / 4 skipped; ruff F,E9 green;
v2.13.0.
2026-09-04 01:18:19 +03:00
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