| # 🐱 LoRA Fine-tuned Kontext Model for Cat-Face Food Transformation | |
| **Repository:** https://huggingface.co/svjack/Kontext_Cat_Face_Lora | |
| This repository provides a **LoRA (Low-Rank Adaptation)** fine-tuned variant of the Kontext image consistency model, specialized | |
| in **adding adorable cat faces to food items** while preserving original textures, lighting, and structural details. | |
| --- | |
| ## ✨ Key Features | |
| 1. **Texture & Detail Preservation** | |
| - Retains original food textures (e.g., bun crispiness, broth glossiness) while seamlessly integrating cat facial features | |
| - Maintains lighting consistency and material properties (e.g., glass translucency, sauce shine) | |
| 2. **Low-Rank Adaptation Efficiency** | |
| - Optimized for fast inference with minimal GPU memory usage | |
| - Compatible with consumer-grade hardware (e.g., NVIDIA 16GB+ GPUs) | |
| 3. **Prompt Flexibility** | |
| - Simple prompts like `make food in cat style, add ears, glasses, beard, mouth, tail.` trigger precise edits | |
| - Supports multi-object food compositions (e.g., stacked burgers, liquid dishes) | |
| --- | |
| ## 🍜 Transformation Examples | |
| ### Example 1.1: Glass Peach | |
| | Original Food | Transformed Output | | |
| |--------------|---------------------| | |
| |  |  | | |
| | **Preserved:** Peach translucency, stem texture, glass refraction | | |
| ### Example 1.2: Glass Pear | |
| | Original Food | Transformed Output | | |
| |--------------|---------------------| | |
| |  |  | | |
| | **Preserved:** Pear translucency, stem texture, glass refraction | | |
| ### Example 2: Hamburger | |
| | Original Food | Transformed Output | | |
| |--------------|--------------------| | |
| |  | | | |
| | **Preserved:** Sesame seed distribution, cheese melt, lettuce folds | | |
| ### Example 3: Noodles | |
| | Original Food |Transformed Output | | |
| |--------------|---------------------| | |
| |  |  | | |
| | **Preserved:** Broth shimmer, noodle strand separation, steam effects | | |
| ### Example 4: Adeptus' Temptation (Genshin Impact) | |
|  | |
| | Original Food | Transformed Output | | |
| |--------------|---------------------| | |
| |  |  | | |
| | **Preserved:** Glaze glossiness, ingredient layering, golden glow | | |
| --- | |
| ## ⚙️ Technical Details | |
| - **Base Model**: Kontext (Flux.1 Kontext-dev, 12B rectified flow transformer) | |