used_leather_lora_sdxl

Used Leather LoRA SDXL

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Model Overview

This model card represents a LoRA (Low-Rank Adaptation) model trained on the Used Leather Dataset, sourced from our 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 "used leather."
• 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: Licensed under Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International (CC BY-NC-ND 4.0) for non-commercial use.

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's development, please reach out through the model'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 them in the Files & versions tab.

Related

https://blib.la/blog/crafting-the-future-blibla-s-ethical-approach-to-ai-model-training

Additional Usage Restrictions for Blibla's LoRAs Hosted on Hugging Face

In alignment with our commitment to ensuring the responsible and ethical use of our models, and in addition to the terms set forth in the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0) under which Blibla's LoRAs are licensed, we hereby impose the following specific restrictions:

1. Prohibited Platforms: Reuploading, redistributing, or offering of image generation services using our models on platforms not owned or operated by Blibla or Hugging Face is strictly forbidden. This includes, but is not limited to, any platforms that host, allow, or promote Not Safe For Work (NSFW) content.

2. Explicitly Forbidden Platforms: For clarity, and without limiting the generality of the above, platforms including but not limited to Leonardo AI, Civit AI, and any "Hugging Face spaces" that host or permit NSFW content are explicitly prohibited from hosting, or utilizing Blibla's LoRAs in any form or manner.

3. Responsibility of Users: Users of Blibla's LoRAs are responsible for ensuring that the environments in which they use, share, or promote our models adhere strictly to these restrictions. Violation of these terms may result in revocation of the license granted under CC BY-NC-ND 4.0 and may prompt further legal action to protect the integrity of our models and the safety of the communities we serve.

4. Purpose of Restrictions: These restrictions are put in place to align with Blibla's ethical standards and the intended use of our models. They are designed to prevent associations with content or platforms that do not reflect our values or the intended application of our technology.

By utilizing Blibla's LoRAs, you acknowledge and agree to these additional restrictions, ensuring that the use of our models remains within the bounds of ethical and responsible practice.