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RamonGuthrie-ComfyUI-RBG-Sm…/workflow
Ramon Guthrie 8f8621464a RBG Smart Seed Variance — major update 2.2.0
RBG Smart Seed Variance — major update 2.2.0: Krea2 support, variance scheduling, interactive token protection, and direction shift library expansion and more..

- Add Krea2 (SingleStream) model type with band-aware noise handling across
  the 12-layer MMDiT tap stack, including a dedicated base-embedding
  rebalance pass to boost expression, attention detail and prompt following.
- Add ERNIE-Image to model-specific adjustment presets, alongside
  refined multipliers for Flux, Chroma HD, SDXL and Wan2.2.
- Add interactive token protection inspector (JS): click-to-toggle individual
  tokens directly on a live visualisation of the protection mask, replacing
  manual range typing as the primary workflow.
- Add "Custom Regions" and "Random Regions" protect modes — custom accepts
  explicit token/range syntax (e.g. "0-5,15-20"), random seeds a procedural
  protection mask.
- Add live protection mask feedback from backend to frontend via onExecuted,
  so the inspector reflects the actual tokens used in the last run rather
  than a static preview.
- Add Variance Schedule (Composition Lock 🔒) — control how noise intensity
  changes across the sampling timeline with 5 modes: constant, decreasing
  (fade out), step_cutoff (hard switch at a step), hard_lock (zero variance
  until cutoff), and tiered_release (multi-phase staged unlock)
- Add cutoff_step, total_steps, and cutoff_strength controls — map a step
  number to a percentage of the sampling timeline and set the noise
  multiplier applied after the cutoff point, so composition can be locked
  early while detail variance continues later.
- Expand direction shift library from the original artistic set to 26+
  patterns, including Face-Variance Expansion, Visceral Expression & Grit
  (Krea2-tuned), Semantic Drift, Structural Lock, Cinematic Framing, Texture
  Lift, Landscape Depth, Group Diversity, Expression Variance, Motion Blur,
  Microscopic, Cosmic, and Bone Anatomical Coherence.
- Add dynamic widget visibility — protect_regions field now shows/hides
  automatically based on the selected protect_mode.
- Fix word-index vs BPE-index mismatch in token protection by adding
  bidirectional BPE-to-word mapping, so protected ranges align correctly
  with actual tokenizer output instead of word-level approximations.
2026-07-01 11:48:08 +01:00
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