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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Thread of Art, A black and white sketch of a woman smoking a cigarette. The woman is wearing a white button up shirt, a black tie, and white pants. Her hair is pulled back in a ponytail, and she is wearing a pair of white gloves. Her left hand is raised in the air, while her right hand is resting on her hip. Her mouth is slightly open, as if she is smoking. She has a black belt around her waist, and a white jacket on her right. The background is a plain white.'
output:
url: images/1111.png
- text: 'Thread of Art, A black and white sketch of a mans head is drawn on a white paper. The mans face is facing the right side of the frame. He has short hair that is tied up at the top of his head. His eyes are closed and his mouth is slightly open. His hair is slicked back. He is wearing a white shirt with a black stripe on the front of the shirt. A black stripe is running down the side of his shirt.'
output:
url: images/2222.png
- text: 'Thread of Art – A black and white sketch of a man sitting at a café table, a coffee cup in front of him. He is wearing a fitted black suit, a white shirt, and a black tie. His hand is resting against his cheek as he looks off to the side. His neatly styled hair adds to his polished appearance. The background is plain white.'
output:
url: images/3333.png
- text: 'Thread of Art – A black and white sketch of a man leaning against a railing with his arms crossed. He is wearing a white button-up shirt with the sleeves rolled up, a black vest, and a pair of sunglasses resting on his head. His hair is styled back, and his jawline is sharp. His expression is calm and thoughtful. The bac'
output:
url: images/4444.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Thread of Art
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
---
# Thread-of-Art-Flux
<Gallery />
# Model description for Thread-of-Art-Flux
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 | 20 & 3200 |
| Epoch | 25 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 26
## 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
```python
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/Thread-of-Art-Flux"
trigger_word = "Thread of Art"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Trigger words
You should use `Thread of Art` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/strangerzonehf/Thread-of-Art-Flux/tree/main) them in the Files & versions tab.
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