đ Oil-Wall-Art-Flux
This project is a text - to - image model based on LoRA and Diffusers, which can generate oil - style art images.
đ Quick Start
Installation
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/Oil-Wall-Art-Flux"
trigger_word = "oil art"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Usage
You should use oil art to trigger the image generation.
⨠Features
- Generate high - quality oil - style art images.
- Support different dimensions and aspect ratios for image generation.
đĻ Installation
The installation steps are shown in the Quick Start section.
đģ Usage Examples
Basic Usage
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/Oil-Wall-Art-Flux"
trigger_word = "oil art"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
đ Documentation
Model Information
| Property |
Details |
| Base Model |
black-forest-labs/FLUX.1-dev |
| Instance Prompt |
oil art |
| License |
creativeml-openrail-m |
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 |
25 & 3050 |
| Epoch |
20 |
Save Every N Epochs |
1 |
Labeling
januspro-en(natural language & English)
Total Images Used for Training
45
Best Dimensions & Inference
| Dimensions |
Aspect Ratio |
Recommendation |
| 1280 x 832 |
3:2 |
Best |
| 1024 x 1024 |
1:1 |
Default |
Inference Range
- Recommended Inference Steps: 30â35
đ License
This model is licensed under creativeml-openrail-m.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
Widget Examples
- Input Text 1: 'oil art, The image shows a green truck parked on a grassy field. The truck has a large, colorful mural on its side. The mural features a stylized, geometric depiction of a person wearing a blue top and a striped skirt. The person has blue skin and is holding their hands together in front of them. The background of the mural includes various geometric shapes and colors, such as yellow, blue, and pink. Above the mural, the word ARYZ is written in yellow letters. The truck also has a small orange diamond-shaped sticker with a white symbol on it, located near the front of the vehicle. The trucks cab is green, and the wheels are black with yellow rims. The sky is clear and blue, indicating a sunny day.'
- Input Text 2: 'oil art, The image depicts a large mural painted on the side of a concrete building. The mural features a stylized, geometric representation of a person holding the handlebars of a bicycle. The person is wearing a blue shirt with a collar and has red hair. The background of the mural is primarily blue, with some areas of gray and white. In front of the mural, there is a maroon car parked along the curb. The building itself appears to be in an urban setting, with other buildings visible in the background. The mural is quite detailed and colorful, adding a vibrant touch to the otherwise plain concrete wall.'
- Input Text 3: 'oil art, The image depicts a large mural painted on the side of a building. The mural features a colorful, stylized figure of a person sitting on a chair. The figure is composed of various bright colors, including blue, green, yellow, orange, and red, creating a vibrant and eye-catching effect. The person is depicted in a thoughtful pose, with one hand resting on their chin and the other on their knee. The background of the mural consists of abstract, vertical brushstrokes in shades of blue, green, and white, adding to the overall artistic feel of the piece. The mural is located on a curved corner of the building, and the surrounding area includes a paved street and some residential houses. The sky above is cloudy, adding a dramatic backdrop to the mural.'
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