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--- |
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license: openrail |
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language: |
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- en |
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metrics: |
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- character |
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pipeline_tag: text-to-image |
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tags: |
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- lora |
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- stable-diffusion-xl |
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- image-generation |
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base_model: |
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- frankjoshua/realvisxlV40_v40Bakedvae |
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instance_prompt: Kenza_Né_Banunga |
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widget: |
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- text: >- |
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Kenza_Né_Banunga a dark brown skin woman platinum blonde trapper with relaxed |
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mood, crouching, wearing red top, long (black leather coat xl), long orange |
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skirt up between bare legs, tattoed forearms, black punk's boots, bare fore-arm, |
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marginal, nature,sexy orange panties, cameltoeshay_moira_askarah low angle view |
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photo shot hyper realistic of a handsome young woman, in a cyberpank style, she |
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is wearing business attire, she seems serious and modest |
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output: |
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url: images/example_2nvir7hcg.png |
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- text: >- |
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mdjrny-v6 style, Ultra realistic photo portrait of a young woman serious |
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Shay Moira Askarah, in a denim jacket standing on the street, looking at the |
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camera. cityscape, long, glossy black hair, black eyes, striking Persian |
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features, reflecting her Iranian heritage. shaped eyes, subtle makeup, high |
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cheekbones and full lips. Her serious expression exudes confidence and |
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sophistication. She's holding a black handbag over her shoulder. The scene |
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captures the street life, with busy streets and parked bike. The image was |
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captured using a DSLR LM-Q710.FGN, 50mm lens, 4k, dslr camera, the image has |
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high contrast, highlights on the hair, volumetric lighting resulting in a |
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high-resolution photograph that beautifully showcases her Persian beauty in |
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Editorial Photography Style --n nsfw |
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output: |
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url: images/example_86gzu5a5f.png |
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--- |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/8QRnQTayPEPWvVZt80EFU.png" alt="Generated Image" width="400"/> |
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- Model Card for Kenza Né Banunga LoRA SDXL |
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# Example of generated images: |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/uvQZz7AhPy8Er8W5SK-O5.png" alt="Generated Image" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/idi_7XzAlpa8w2QLMgVrP.png" alt="Generated Image 1" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/Uv1J--7rqPSjCT-Qamg1Z.png" alt="Generated Image 2" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/k0m-7UNegFU8pVNMPicsA.png" alt="Generated Image 3" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/HW0KkejvBkmIyN8DnfElU.png" alt="Generated Image 4" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/fG35p5nNet2m_IxvMYJfF.png" alt="Generated Image 5" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/h6rAhiRl7L3hN43f4XYAa.png" alt="Generated Image 6" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/2WHnYa8LclxRc5eHX-eyV.png" alt="Generated Image 7" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/3DlMGY0fvNui0B6by5aD9.png" alt="Generated Image 8" width="400"/> <img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/UTyBj1ysydShzIwtOHfZi.png" alt="Generated Image 9" width="400"/> |
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## Details: |
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# Description: |
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This model is a Low-Rank Adaptation (LoRA) trained to generate images of a young woman named Kenza Né Banunga. |
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It is designed to be used with Stable Diffusion XL models to create photorealistic images of this specific character. |
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# developed_by: Anonymous |
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# finetuned_from: frankjoshua/realvisxlV40_v40Bakedvae |
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# repository: local |
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- Trained on Kohya_ss Arch-Linux |
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## Usage: |
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# Direct_use: |
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This LoRA can be used with compatible SDXL models to generate photorealistic images of Kenza Né Banunga in various situations and poses. |
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# Out_of_scope_use: |
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This model should not be used to create explicitly sexual, defamatory, or harmful images. |
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## Bias risks limitations: |
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# Description: |
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The model may have biases in the representation of physical traits and facial expressions. |
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The quality of results may vary depending on the base model used. |
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# Recommendations: |
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Users should be aware of potential biases and use the model responsibly and ethically. |
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## Training details: |
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# Training_data: local |
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# Training_procedure: |
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Hyperparameters: |
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training_regime: bf16 mixed precision |
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epochs: 30 |
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learning_rate: 1e-05 |
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train_batch_size: 3 |
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gradient_accumulation_steps: 1 |
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optimizer: AdamW |
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lr_scheduler: constant |
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lora_rank: 32 |
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network_alpha: 128 |
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resolution: 1024x1024 max |
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checkpointing: |
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save_every_n_steps: 30 |
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save_at_epoch_end: true |
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## Technical specifications: |
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# Model_architecture: |
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type: LoRA Standard |
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base_model: SDXL |
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gradient_checkpointing: true |
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xformers: enabled |
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# Compute_infrastructure: |
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hardware: NVIDIA GPU GEFORCE RTX-3060 |
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software: Kohya_ss |
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framework: PyTorch with xformers |
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precision: bf16 mixed precision |
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## Additional_information: |
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# Training_comment: |
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3 repeats. More info: https://civitai.com/articles/1771 2_3_Kenza_Né_Banunga woman 35 epoch |
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## Model card: |
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# Authors: Anonymous |
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# Contact: Information not available |
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# Use it with the 🧨 diffusers library |
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usage example: | |
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```python |
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from diffusers import AutoPipelineForText2Image |
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import torch |
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pipeline = AutoPipelineForText2Image.from_pretrained( |
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'frankjoshua/realvisxlV40_v40Bakedvae', |
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torch_dtype=torch.float16 |
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).to('cuda') |
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pipeline.load_lora_weights('path/to/Kenza_Né_Banunga_Lora_SDXL_dim32x128', weight_name='pytorch_lora_weights.safetensors') |
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image = pipeline('your prompt').images |
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For more details, including weighting, merging, and fusing LoRAs, check the documentation on loading LoRAs in 🧨 diffusers |
