metadata
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: >-
ole art, A black and white portrait of a woman with short dark hair. The
womans hair is tied up in a ponytail with white lines coming from it. The
background is a light gray color. The womens face is facing the left side
of the frame. Her eyes are open and her lips are slightly parted. She is
wearing a black tank top that is low to her chest. Her hair is dark brown.
output:
url: images/1.png
- text: >-
ole art, A medium-angle perspective, a sketch of a womans face is depicted
in a stark white background. The womans head is facing the left side of
the frame, her face is angled towards the left. Her eyes are blue, her
lips are painted red, her hair is long and wavy, and her hair cascades
down to the right side of her face. Her hair is a light brown, with a few
lines of white on it. Her nose is a darker shade of blue, while her mouth
is a lighter shade of red. Her eyebrows are a darker red, adding a pop of
color to the scene.
output:
url: images/2.png
- text: >-
ole art, a medium-sized portrait of a young Asian man with dark brown
hair, wearing a gray hooded sweatshirt and a red striped t-shirt. The mans
face is adorned with a white string, adding a pop of color to the
otherwise monochromatic image. The background is a creamy beige, with a
large red bird-like shape in the upper left corner. The birds tail is a
vibrant shade of red, while the birds wings are a darker shade of black.
output:
url: images/3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: ole art
license: creativeml-openrail-m
- Prompt
- ole art, A black and white portrait of a woman with short dark hair. The womans hair is tied up in a ponytail with white lines coming from it. The background is a light gray color. The womens face is facing the left side of the frame. Her eyes are open and her lips are slightly parted. She is wearing a black tank top that is low to her chest. Her hair is dark brown.
- Prompt
- ole art, A medium-angle perspective, a sketch of a womans face is depicted in a stark white background. The womans head is facing the left side of the frame, her face is angled towards the left. Her eyes are blue, her lips are painted red, her hair is long and wavy, and her hair cascades down to the right side of her face. Her hair is a light brown, with a few lines of white on it. Her nose is a darker shade of blue, while her mouth is a lighter shade of red. Her eyebrows are a darker red, adding a pop of color to the scene.
- Prompt
- ole art, a medium-sized portrait of a young Asian man with dark brown hair, wearing a gray hooded sweatshirt and a red striped t-shirt. The mans face is adorned with a white string, adding a pop of color to the otherwise monochromatic image. The background is a creamy beige, with a large red bird-like shape in the upper left corner. The birds tail is a vibrant shade of red, while the birds wings are a darker shade of black.
Model description for OleART
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---|---|---|---|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat & Steps | 34 & 3770 |
| Epoch | 23 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 34
Best Dimensions & Inference
| Dimensions | Aspect Ratio | Recommendation |
|---|---|---|
| 1280 x 832 | 3:2 | Best |
| 1024 x 1024 | 1:1 | Default |
Inference Range
- Recommended Inference Steps: 30–35
Setting Up
import torch
from pipelines import DiffusionPipeline
base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
lora_repo = "strangerzonehf/OleART"
trigger_word = "ole art"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use ole art to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.