| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | base_model: |
| | - black-forest-labs/FLUX.2-klein-9B |
| | pipeline_tag: image-to-image |
| | tags: |
| | - material-transfer |
| | - image-editing |
| | - fashion |
| | - Flux.2 Klein |
| | --- |
| | # Model Card for Model ID |
| |
|
| | <!-- Provide a quick summary of what the model is/does. --> |
| |
|
| | MaterialShift_Klein |
| | |
| | 3D Material Transfer LoRA based on Flux.2 Klein |
| | |
| | 🧠 What is MaterialShift_Klein? |
| |
|
| | MaterialShift_Klein is a LoRA trained on Flux.2 Klein, designed for true 3D-aware material transfer, not just surface-level texture replacement. |
| | |
| | Most community workflows only swap materials at a visual or texture level, often breaking fabric volume, folds, or lighting logic. |
| | This model focuses on transferring material behavior, including thickness, softness, reflectance, and how the material interacts with structure and light. |
| | |
| | The training dataset is heavily clothing-material oriented, which makes it especially strong for garments with complex 3D forms. |
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| | ✨ Key Features |
| | |
| | 3D-aware material transfer |
| | Preserves folds, thickness, and structural response of fabrics |
| | |
| | Optimized for clothing materials |
| | Jackets, coats, pants, and layered garments perform best |
| | |
| | Structure-preserving edits |
| | Keeps original silhouette, seams, proportions, and pose intact |
| | |
| | Cross-category capable |
| | Can also be applied to other objects such as furniture or soft goods |
| | |
| | 🔑 Trigger Prompt |
| | Change the material of the 【target category】 in Image 1 |
| | to match the material in Image 2. |
| | |
| | |
| | Examples of target category: |
| | jacket / coat / pants / sofa / chair |
| | |
| | 📌 Notes |
| | |
| | This model is trained primarily on clothing materials, so results on garments are more stable and realistic. |
| | |
| | It is not limited to clothing — other material-driven categories may also benefit from the transfer behavior. |
| | |
| | Best results are achieved when Image 2 clearly shows the target material under readable lighting. |
| | |
| | 📜 License |
| | |
| | Please follow the license of the base model (Flux.2 Klein). |
