metadata
license: openrail
language:
- en
metrics:
- character
pipeline_tag: text-to-image
tags:
- lora
- stable-diffusion-xl
- image-generation
base_model:
- frankjoshua/realvisxlV40_v40Bakedvae
instance_prompt: Kenza_Né_Banunga
widget:
- text: >-
Kenza_Né_Banunga a dark brown skin woman platinum blonde trapper with
relaxed mood, crouching, wearing red top, long (black leather coat xl),
long orange skirt up between bare legs, tattoed forearms, black punk's
boots, bare fore-arm, marginal, nature,sexy orange panties,
cameltoeshay_moira_askarah low angle view photo shot hyper realistic of a
handsome young woman, in a cyberpank style, she is wearing business
attire, she seems serious and modest
output:
url: images/example_2nvir7hcg.png
- text: >-
mdjrny-v6 style, Ultra realistic photo portrait of a young woman serious
Shay Moira Askarah, in a denim jacket standing on the street, looking at
the camera. cityscape, long, glossy black hair, black eyes, striking
Persian features, reflecting her Iranian heritage. shaped eyes, subtle
makeup, high cheekbones and full lips. Her serious expression exudes
confidence and sophistication. She's holding a black handbag over her
shoulder. The scene captures the street life, with busy streets and parked
bike. The image was captured using a DSLR LM-Q710.FGN, 50mm lens, 4k, dslr
camera, the image has high contrast, highlights on the hair, volumetric
lighting resulting in a high-resolution photograph that beautifully
showcases her Persian beauty in Editorial Photography Style --n nsfw
output:
url: images/example_86gzu5a5f.png
- 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: |
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