ComfyUI Node
🎛️ Advanced CFG Controller (Easy Mode)
A ComfyUI node in model_patches with 30 inputs and 2 outputs.
🎛️ Advanced CFG Controller (Easy Mode)
- model
- Model
- Settings Info
◄PresetCustom (Manual Settings)►
◄Enable Debug Loggingfalse►
◄Adaptive CFG ModeStandard (Hard)►
◄Reference CFG Value8.0►
◄Measurement Precision (lower=precise)0.25►
◄Skip Negative Prompt (Speed Boost)true►
◄Skip From Step (higher=more skip)15.0►
◄Skip Until Step (lower=more skip)1.0►
◄Fake Negative MethodDon't Fake►
◄Enable Color/Contrast Rescalefalse►
◄Rescale Calculation MethodStandard (Hard)►
◄Rescale Target Intensity8.0►
◄Rescale Active From Step15.0►
◄Rescale Active Until Step3.0►
◄Fix Color Drift (Subtract Mean)false►
◄Color Fix Active From Step15.0►
◄Color Fix Active Until Step1.0►
◄Enable Smooth Blendingfalse►
◄Blending Strength (higher=smoother)2.0►
◄Blending Active From Step15.0►
◄Blending Active Until Step1.0►
◄Positive Prompt ModifierDisabled►
◄Modifier Intensity2.0►
◄Modifier Active From Step15.0►
◄Modifier Active Until Step1.0►
◄Enable Performance Monitoringfalse►
◄Adaptive Noise Injection0.00►
◄Dynamic Range Compression1.00►
◄Memory Optimizationtrue►
Categorymodel_patches
Inputs (30)
| Name | Type | Default | Description |
|---|---|---|---|
| model | MODEL | — | |
| Preset | COMBO | Custom (Manual Settings) | 🎯 QUICK START: Choose a preset for instant results! • Vibrant Colors: Enhanced saturation and contrast • Smooth & Clean: Soft, polished results • Sharp Details: Crisp, detailed output • Speed Mode: Faster generation with good quality • Maximum Speed: Fastest generation • Quality Boost: Better quality, slower • Maximum Quality: Best quality, slowest • Experimental AI: Latest AI techniques |
| Enable Debug Logging | BOOLEAN | false | Show detailed processing information in console |
| Adaptive CFG Mode | COMBO | Standard (Hard) | 🤖 AUTO-ADJUST CFG: Automatically adjusts CFG strength based on image content • Disabled: No auto-adjustment • Gentle: Subtle adjustments • Standard: Balanced adjustments (recommended) • Aggressive: Strong adjustments • Range Based: Uses value ranges • Spectral Analysis: Advanced AI analysis |
| Reference CFG Value | FLOAT | 8.01–30 | 🎯 Target CFG strength for auto-adjustment (higher = stronger prompt adherence) |
| Measurement Precision (lower=precise) | FLOAT | 0.250.05–0.5 | 🔍 How precisely to measure image content (lower = more precise, slower) |
| Skip Negative Prompt (Speed Boost) | BOOLEAN | true | ⚡ SPEED BOOST: Skip negative prompt calculation during certain steps for faster generation |
| Skip From Step (higher=more skip) | FLOAT | 15.00–100 | 🏁 Start skipping negative prompt at this step (higher = more skipping = faster) |
| Skip Until Step (lower=more skip) | FLOAT | 1.00–100 | 🏁 Stop skipping negative prompt at this step (lower = more skipping = faster) |
| Fake Negative Method | COMBO | Don't Fake | 🎭 What to use instead of negative prompt when skipping: • Don't Fake: Use real negative (slower but accurate) • Copy Positive: Use positive prompt (fast) • Use Zero: Use empty prompt (fastest) • Use Previous Step: Use previous result • Spectral Synthesis: AI-generated replacement |
| Enable Color/Contrast Rescale | BOOLEAN | false | 🎨 COLOR BOOST: Automatically enhance colors and contrast |
| Rescale Calculation Method | COMBO | Standard (Hard) | 🎨 How to calculate color enhancement: • Gentle: Subtle enhancement • Standard: Balanced enhancement • Range Based: Uses value ranges • Spectral: Advanced AI analysis |
| Rescale Target Intensity | FLOAT | 8.00–100 | 🎨 Target color intensity (higher = more vibrant colors) |
| Rescale Active From Step | FLOAT | 15.00–100 | 🎨 Start color enhancement at this step |
| Rescale Active Until Step | FLOAT | 3.00–100 | 🎨 Stop color enhancement at this step |
| Fix Color Drift (Subtract Mean) | BOOLEAN | false | 🔧 COLOR FIX: Prevent color drift and maintain color balance |
| Color Fix Active From Step | FLOAT | 15.00–100 | 🔧 Start color drift correction at this step |
| Color Fix Active Until Step | FLOAT | 1.00–100 | 🔧 Stop color drift correction at this step |
| Enable Smooth Blending | BOOLEAN | false | ✨ SMOOTH RESULTS: Blend generation steps for smoother, more polished output |
| Blending Strength (higher=smoother) | FLOAT | 2.00–10 | ✨ How much to blend steps (higher = smoother but may reduce details) |
| Blending Active From Step | FLOAT | 15.00–100 | ✨ Start blending at this step |
| Blending Active Until Step | FLOAT | 1.00–100 | ✨ Stop blending at this step |
| Positive Prompt Modifier | COMBO | Disabled | 🚀 PROMPT BOOST: Enhance how your positive prompt is processed: • Disabled: No enhancement • Amplify Extremes: Boost strong prompt elements • Smooth Values: Soften prompt processing • Wave Transform: Rhythmic enhancement • Error Function: Mathematical smoothing • Spectral Normalization: AI-based enhancement • Frequency Filter: Smooth frequency response |
| Modifier Intensity | FLOAT | 2.00.1–10 | 🚀 Strength of prompt enhancement (higher = stronger effect) |
| Modifier Active From Step | FLOAT | 15.00–100 | 🚀 Start prompt enhancement at this step |
| Modifier Active Until Step | FLOAT | 1.00–100 | 🚀 Stop prompt enhancement at this step |
| Enable Performance Monitoring | BOOLEAN | false | 📊 Show performance statistics and timing information |
| Adaptive Noise Injection | FLOAT | 0.000–0.5 | 🎲 Add smart noise for better detail generation (0 = disabled) |
| Dynamic Range Compression | FLOAT | 1.000.1–1 | 📈 Prevent oversaturation (1.0 = disabled, lower = more compression) |
| Memory Optimization | BOOLEAN | true | 💾 Optimize memory usage for better performance |
Outputs (2)
| Name | Type | Description |
|---|---|---|
| Model | MODEL | — |
| Settings Info | STRING | — |