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README.md

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+---
+tags:
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+- template:sd-lora
+widget:
+- text: >-
+    a used leather dog, made of worn leather, torn edges, weathered, prominent
+    stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00089-3023579477.png
+- text: >-
+    a used leather cat, made of worn leather, torn edges, weathered, prominent
+    stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00090-3023579477.png
+- text: >-
+    a used leather spider, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00091-3023579477.png
+- text: >-
+    a used leather dinosaur, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00092-3023579477.png
+- text: >-
+    a used leather beetle, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00093-3023579477.png
+- text: >-
+    a used leather grasshopper, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00094-3023579477.png
+- text: >-
+    a used leather butterfly, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00095-3023579477.png
+- text: >-
+    a used leather bird, made of worn leather, torn edges, weathered, prominent
+    stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00096-3023579477.png
+- text: >-
+    a used leather astronaut, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00098-3023579477.png
+- text: >-
+    a used leather monkey, made of worn leather, torn edges, weathered,
+    prominent stitching, scruffs, scratches <lora:used_leather_sdxl_v1:1>
+  output:
+    url: images/00099-3023579477.png
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+instance_prompt: used leather
+license: cc-by-nc-4.0
+---
+# Used LLeather LoRA SDXL
+
+<Gallery />
+
+## Model description 
+
+# Model Card for LoRA on Used Leather Dataset
+
+## Model Overview
+
+This model card represents a LoRA (Low-Rank Adaptation) model trained on the Used Leather Dataset, sourced from [Hugging Face Datasets](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;used_leather_dataset). The model specializes in generating images of used, worn, and weathered leather textures.
+
+## Training Configuration
+
+- **Dataset**: Used Leather Dataset
+- **Epochs**: 17
+- **Number of Images**: 50
+- **Repeats per Image**: 10 (Each image was used 10 times during training)
+- **Optimizer**: DAdaptAdam (An optimizer designed for efficient and effective AI model training)
+- **Precision**: bf16 (Using bf16 precision for training, balancing performance and memory efficiency)
+- **Main Trigger**: The model is fine-tuned to recognize and generate images with the theme &quot;used leather.&quot;
+- **Xformers**: Enabled (Utilizing xformers for efficient transformer models)
+- **Captioning Method**: GPT-Vision (Using GPT-Vision for generating descriptive captions for training images), optimized for token shuffling
+- **Base Model**: Stable Diffusion XL 1.0 (The model is built upon the foundation of Stable Diffusion XL 1.0, known for its robustness in image generation tasks)
+
+## Model Usage
+
+This LoRA model is specifically trained to replicate various conditions of leather, such as used, scuffed, scratched, and weathered textures.
+
+## Performance and Limitations
+
+- **Performance**: The model demonstrates proficiency in capturing the intricate details and variations in used leather textures.
+- **Limitations**: As the training dataset comprises only 50 images, the model may have limitations in generating certain objects.
+
+## Ethical Considerations
+
+- **Intended Use**: This model is intended for non-commercial applications, particularly in design, restoration, and educational fields.
+- **Bias and Fairness**: Users should be aware of the potential biases inherent in the dataset. It reflects the specific types of leather and conditions present in the original images.
+
+## Licensing
+
+- **Model License**: The model is available for non-commercial use under the same Creative Commons Attribution-NonCommercial 2.0 Generic (CC BY-NC 2.0) license as the training dataset.
+- **Dataset License**: The Used Leather Dataset is licensed under CC BY-NC 2.0.
+
+## Contributions and Feedback
+
+We welcome feedback and contributions to improve the model further. If you have suggestions or would like to contribute to the model&#39;s development, please reach out through the model&#39;s Hugging Face page.
+
+
+## Trigger words
+
+You should use `used leather` to trigger the image generation.
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/pixelass/used_leather_lora_sdxl/tree/main) them in the Files & versions tab.