---
license: openrail
language:
- en
metrics:
- character
pipeline_tag: text-to-image
tags:
- lora
- stable-diffusion-xl
- image-generation
base_model:
- SG161222/RealVisXL_V4.0
instance_prompt: Kenza_Né_Banunga
widget:
- text: >-
Kenza_Né_Banunga A captivating image captures the vibrant atmosphere of a
high-profile sports event: the NBA Basket Final. In this full-body shot,
the subject is a Kenza woman standing confidently in front of a dramatic
backdrop, radiating energy and confidence amidst the excitement surrounding
one of basketball's most coveted competitions.
output:
url: images/ComfyUI_02150_.png
- text: >-
Kenza_Né_Banunga woman full-body shot, rapper pose, curved woman braided
hair, black, brown, grin, hair, nail, white leather jacket with round
collar, black tshirt and white skirt photoshot
output:
url: images/ComfyUI_02159_.png
- text: >-
Kenza_Né_Banunga woman full-body shot, rapper pose, curved woman braided
hair, black, brown, grin, hair, nail, white leather jacket with round
collar, black tshirt and white skirt photoshot, empty MADISON SQUARE
GARDEN, outdoors
output:
url: images/ComfyUI_02170_.png
- text: >-
70's polaroid photo style, black and white portrait view of a beautiful
young woman 14 years old girl portrait, with loose black box braids, with a
white shirt, Stretchy Elastic Waist Pleated Ruffle Mini Skirt for Schoolgirl
Outfits, beautiful attire, White Japanese loose socks | shihyenshoes,
detailed black shoes, In the background, there are other people walking on
the sidewalk and a building with trees and bushes.
output:
url: images/example_32zuqhsj4.png
library_name: diffusers
---
# Kenza Né Banunga
- Model Card for Kenza Né Banunga LoRA SDXL
# Example of generated images:
## Details:
# Description:
This model is a Low-Rank Adaptation (LoRA) trained to generate images of a young woman named Kenza Né Banunga.
It is designed to be used with Stable Diffusion XL models to create photorealistic images of this specific character.
# developed_by: Anonymous
# finetuned_from: frankjoshua/realvisxlV40_v40Bakedvae
# repository: local
- Trained on Kohya_ss Arch-Linux
## Usage:
# Direct_use:
This LoRA can be used with compatible SDXL models to generate photorealistic images of Kenza Né Banunga in various situations and poses.
# Out_of_scope_use:
This model should not be used to create explicitly sexual, defamatory, or harmful images.
## Bias risks limitations:
# Description:
The model may have biases in the representation of physical traits and facial expressions.
The quality of results may vary depending on the base model used.
# Recommendations:
Users should be aware of potential biases and use the model responsibly and ethically.
## Training details:
# Training_data: local
# Training_procedure:
Hyperparameters:
training_regime: bf16 mixed precision
epochs: 30
learning_rate: 1e-05
train_batch_size: 3
gradient_accumulation_steps: 1
optimizer: AdamW
lr_scheduler: constant
lora_rank: 32
network_alpha: 128
resolution: 1024x1024 max
checkpointing:
save_every_n_steps: 30
save_at_epoch_end: true
## Technical specifications:
# Model_architecture:
type: LoRA Standard
base_model: SDXL
gradient_checkpointing: true
xformers: enabled
# Compute_infrastructure:
hardware: NVIDIA GPU GEFORCE RTX-3060
software: Kohya_ss
framework: PyTorch with xformers
precision: bf16 mixed precision
## Additional_information:
# Training_comment:
3 repeats. More info: https://civitai.com/articles/1771 2_3_Kenza_Né_Banunga woman 35 epoch
## Model card:
# Authors: Anonymous
# Contact: Information not available
# Use it with the 🧨 diffusers library
usage example: |
```python
from diffusers import AutoPipelineForText2Image
import torch
pipeline = AutoPipelineForText2Image.from_pretrained(
'frankjoshua/realvisxlV40_v40Bakedvae',
torch_dtype=torch.float16
).to('cuda')
pipeline.load_lora_weights('path/to/Kenza_Né_Banunga_Lora_SDXL_dim32x128', weight_name='pytorch_lora_weights.safetensors')
image = pipeline('your prompt').images
For more details, including weighting, merging, and fusing LoRAs, check the documentation on loading LoRAs in 🧨 diffusers