ComfyUI Node: 🎚️ GRAG Unified Controller v3.0

Authored by amir84ferdos

Created

Updated

18 stars

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Category

GRAG/v3.0

Inputs

conditioning CONDITIONING
enable_grag BOOLEAN
control_mode
  • simple
  • advanced
  • expert
preset
  • Custom
  • Paper: Minimal
  • Paper: Subtle
  • Paper: Balanced
  • Paper: Moderate
  • Paper: Strong
  • v2.2.1: Balanced
  • v2.2.1: Strong
  • v2.2.1: Maximum
  • Clean Room: Gentle
  • Clean Room: Balanced
  • Clean Room: Strong
  • Preset 01
  • Preset 02
  • Preset 03
  • Preset 04
  • Preset 05
  • Preset 06
  • Preset 07
  • Preset 08
  • Preset 09
  • Preset 10
  • Preset 11
  • Preset 12
  • Preset 13
  • Preset 14
  • Preset 15
  • Preset 16
  • Preset 17
  • Preset 18
  • Preset 19
  • Preset 20
  • Preset 21
  • Preset 22
  • Preset 23
  • Preset 24
  • Preset 25
  • Preset 26
  • Preset 27
  • Preset 28
  • Preset 29
  • Preset 30
  • Preset 31
  • Preset 32
  • Preset 33
  • Preset 34
  • Preset 35
  • Preset 36
  • Preset 37
  • Preset 38
  • Preset 39
  • Preset 40
  • Preset 41
  • Conservative: Low
  • Conservative: High
lambda_global FLOAT
delta_global FLOAT
per_layer_enabled BOOLEAN
layer_strategy
  • structure_preserving
  • semantic_focused
  • detail_enhancer
  • balanced_progressive
  • custom
lambda_start FLOAT
lambda_end FLOAT
delta_start FLOAT
delta_end FLOAT
total_layers INT
adaptive_enabled BOOLEAN
adaptive_schedule
  • gentle_to_strong
  • conservative
  • aggressive
  • smooth_transition
  • diffusion_aligned
  • custom
multiplier_start FLOAT
multiplier_end FLOAT
multi_resolution_enabled BOOLEAN
tier_preset
  • paper_stable
  • v221_visible
  • structure_preserving
  • detail_focused
  • custom
tier1_resolution INT
tier1_lambda FLOAT
tier1_delta FLOAT
tier2_resolution INT
tier2_lambda FLOAT
tier2_delta FLOAT
strength_multiplier FLOAT

Outputs

CONDITIONING

Extension: ComfyUI-GRAG-ArchAi3D

Advanced GRAG (Guided Region-Adaptive Guidance) implementation for ComfyUI. Features: Simple Controller (3 parameters) for beginners, Unified Controller (25+ parameters) for experts, Advanced Sampler with v2.2.1 contamination fix, Preset Manager with 54 curated presets, per-layer control, adaptive schedules, and multi-resolution support.

Authored by amir84ferdos

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Run ComfyUI workflows without the setup

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