Type | |
Stats | 61 23 4 |
Reviews | (4) |
Published | Mar 26, 2025 |
Base Model | |
Training | Steps: 518 Epochs: 10 |
Usage Tips | Clip Skip: 1 |
Hash | AutoV2 0ADCD24458 |
「WarmTones-LoRA」Model User Guide
— A Style Adapter for Injecting Natural Warmth and Cozy Ambiance into Images
Model Overview
This LoRA adapter is designed to generate warm-toned, softly atmospheric visual styles by fine-tuning color distribution and lighting logic. Key enhancements include:
Warm Lighting Optimization: Automatically simulates color temperatures (2000K-4500K) for sunrise, dusk, and indoor warm lighting, improving natural gradients of orange/gold/amber hues.
Soft Diffuse Rendering: Reduces highlight sharpness and enhances ambient occlusion, ideal for low-contrast scenes like countryside, interiors, and natural landscapes.
Emotional Tone Mapping: Incorporates color psychology parameters to evoke warmth, tranquility, and nostalgia.
Recommended Parameters
python
# Base Model Compatibility: SD 1.5/XL (Recommended base: RealisticVision/Deliberate)
# LoRA Weight: 0.7-1.2 (Higher values may cause color oversaturation)
# Sampler: DPM++ 2M Karras / UniPC (20-30 steps)
# Prompt Engineering Tips:
[Scene description] + (warm sunlight:1.3) + (soft shadows:1.2) + [WarmTones-LoRA trigger]
Core Trigger Words
CategoryKeywords ExamplesEffect DescriptionMandatoryWarmTones-LoRA
Essential activation keywordLightinggolden hour lighting
, cozy fireplace glow
Intensifies specific warm light sourcesScenesrustic countryside
, sunset beach
, vintage cafe
Scene-optimized rendering
Usage Tips
Dynamic Weight Adjustment:
Subtle Warmth: Weight 0.5-0.7 + Add
daylight
to balance color temperatureDramatic Atmosphere: Weight 1.0-1.2 + Combine with
dramatic sunset
volumetric rays
Advanced Tuning:
# With ControlNet: - canny_edge + weight 0.3 → Preserves edge sharpness - depth_zoe + weight 0.5 → Enhances light/shadow depth
Recommended Use Cases
✅ Ideal For:
Nostalgic illustrations, boutique hotel promotions, emotional portraits, agricultural product packaging
⚠️ Caution Required:Cold-tone dominant scenes (e.g., sci-fi/medical). Mitigate with Negative Prompts.
Notes
Over-saturation Fix: Lower LoRA weight + Add
(oversaturated:1.3)
to Negative PromptsMulti-LoRA Compatibility: Prioritize stacking with similar warm-toned models (e.g., AutumnPalette-LoRA). For hybrid warm/cool styles, use multi-stage rendering.
This translation preserves technical specifications while adapting artistic descriptions for international developer audiences. Formatting follows common AI model documentation standards for clarity.