README.md

# z-image-detailer

A LoRA adapter for **Z-Image Turbo** that enhances fine details, textures, and micro-contrast in generated images.

## What it Does

- Enhances skin pores, wrinkles, and texture detail
- Improves fabric weave and material definition
- Sharpens fine elements like hair strands, fur, and foliage
- Adds subtle micro-contrast without affecting overall composition

## Usage in ComfyUI

Load the LoRA after your checkpoint using the **LoraLoader** node:

```
CheckpointLoaderSimple → LoraLoader → ModelSamplingAuraFlow → KSampler
```

**Recommended Settings:**
| Parameter | Value |
|-----------|-------|
| `strength_model` | 0.25 - 0.5 |
| `strength_clip` | 1.0 |

## Strength Guide

| Strength | Effect |
|----------|--------|
| 0.0 | No effect (baseline) |
| 0.25 | Subtle detail enhancement |
| 0.50 | Balanced detail boost |
| 0.75 | Strong detail emphasis |

## Comparison Examples

### Portrait - Skin Detail
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p00_s0.00_00001_.png) | ![](images/grid_p00_s0.25_00001_.png) | ![](images/grid_p00_s0.50_00001_.png) | ![](images/grid_p00_s0.75_00001_.png) |

### Fashion - Fabric Detail
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p01_s0.00_00001_.png) | ![](images/grid_p01_s0.25_00001_.png) | ![](images/grid_p01_s0.50_00001_.png) | ![](images/grid_p01_s0.75_00001_.png) |

### Low Light - Atmospheric
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p02_s0.00_00001_.png) | ![](images/grid_p02_s0.25_00001_.png) | ![](images/grid_p02_s0.50_00001_.png) | ![](images/grid_p02_s0.75_00001_.png) |

### Food Photography
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p03_s0.00_00001_.png) | ![](images/grid_p03_s0.25_00001_.png) | ![](images/grid_p03_s0.50_00001_.png) | ![](images/grid_p03_s0.75_00001_.png) |

### Architecture
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p04_s0.00_00001_.png) | ![](images/grid_p04_s0.25_00001_.png) | ![](images/grid_p04_s0.50_00001_.png) | ![](images/grid_p04_s0.75_00001_.png) |

### Animal - Fur Detail
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p05_s0.00_00001_.png) | ![](images/grid_p05_s0.25_00001_.png) | ![](images/grid_p05_s0.50_00001_.png) | ![](images/grid_p05_s0.75_00001_.png) |

### Chrome Reflections
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p06_s0.00_00001_.png) | ![](images/grid_p06_s0.25_00001_.png) | ![](images/grid_p06_s0.50_00001_.png) | ![](images/grid_p06_s0.75_00001_.png) |

### Macro - Insect
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p07_s0.00_00001_.png) | ![](images/grid_p07_s0.25_00001_.png) | ![](images/grid_p07_s0.50_00001_.png) | ![](images/grid_p07_s0.75_00001_.png) |

### Street Scene
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p08_s0.00_00001_.png) | ![](images/grid_p08_s0.25_00001_.png) | ![](images/grid_p08_s0.50_00001_.png) | ![](images/grid_p08_s0.75_00001_.png) |

### Still Life - Mixed Textures
| 0.0 (off) | 0.25 | 0.50 | 0.75 |
|-----------|------|------|------|
| ![](images/grid_p09_s0.00_00001_.png) | ![](images/grid_p09_s0.25_00001_.png) | ![](images/grid_p09_s0.50_00001_.png) | ![](images/grid_p09_s0.75_00001_.png) |

## Technical Details

| Property | Value |
|----------|-------|
| Base Model | Z-Image Turbo |
| Format | SafeTensors |
| Resolution | 1024×1024 |
| Sampler | Euler, 9 steps |
| CFG | 1.0 |

## License

Apache 2.0