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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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- SG161222/RealVisXL_V4.0 |
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instance_prompt: Kenza_Né_Banunga |
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widget: |
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- text: >- |
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long shot scenic professional photograph of urban graffiti style professional 3d model A vibrant portrait captures the captivating essence of Kenza Né Banunga, confidently posing in front of a striking backdrop, photographed by the talented Nina Masic. The model showcases an iconic look inspired by the street style of Harlem in the early '90s: high-waisted baggy jeans, a colorful crop top, and an oversized denim jacket. Her hair is styled in voluminous box braids adorned with gold beads. Bold hoop earrings and a pair of Timberland boots complete her urban ensemble. |
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parameters: |
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negative_prompt: |
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ugly, deformed, noisy, low poly, blurry, painting, clean, minimalistic, soft, gentle, blurry, off-center |
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output: |
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url: https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/JX-CBAi-ZTuAuPR7MuqgO.png |
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- text: >- |
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Kenza_Né_Banunga A captivating image captures the vibrant atmosphere of a |
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high-profile sports event: the NBA Basket Final. In this full-body shot, |
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the subject is a Kenza woman standing confidently in front of a dramatic |
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backdrop, radiating energy and confidence amidst the excitement surrounding |
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one of basketball's most coveted competitions. |
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output: |
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url: images/ComfyUI_02150_.png |
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- text: >- |
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Kenza_Né_Banunga woman full-body shot, rapper pose, curved woman braided |
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hair, black, brown, grin, hair, nail, white leather jacket with round |
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collar, black tshirt and white skirt photoshot |
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output: |
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url: images/ComfyUI_02159_.png |
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- text: >- |
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Kenza_Né_Banunga woman full-body shot, rapper pose, curved woman braided |
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hair, black, brown, grin, hair, nail, white leather jacket with round |
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collar, black tshirt and white skirt photoshot, empty MADISON SQUARE |
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GARDEN, outdoors |
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output: |
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url: images/ComfyUI_02170_.png |
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library_name: diffusers |
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--- |
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# Kenza Né Banunga |
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<Gallery /> |
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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/8QRnQTayPEPWvVZt80EFU.png" alt="Generated Image" width="400"/> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/64a9a333e368492ab8dfccae/T_Kxg2l9EPpHzVXVZPvmY.png" alt="Generated Image" width="400"/> |
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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 |
