|
|
--- |
|
|
tags: |
|
|
- text-to-image |
|
|
- lora |
|
|
- diffusers |
|
|
- template:diffusion-lora |
|
|
widget: |
|
|
- output: |
|
|
url: images/1.png |
|
|
text: 'Synthetic Face, a close-up shot of a young mans face features a maroon baseball cap adorned with a leather band. The mans hair is cut short and neatly trimmed. His eyes are a piercing blue, and his eyebrows are a darker shade of brown. He is wearing a gray tank top with a silver chain around his neck, adding a pop of color to his chest. The backdrop is a textured gray wall.' |
|
|
- output: |
|
|
url: images/2.png |
|
|
text: 'Synthetic Face, a beautiful blonde woman with long, wavy blonde hair stands in front of a dark gray backdrop. She is dressed in a red strapless dress, adorned with silver earrings. Her lips are painted a vibrant red, adding a pop of color to her face. Her eyes are a piercing blue, and her eyebrows are a darker shade of brown. Her hair is cascading down her shoulders, framing her entire face.' |
|
|
- output: |
|
|
url: images/3.png |
|
|
text: 'Synthetic Face, a medium-sized man stands in front of a stark white backdrop. He is dressed in a black tuxedo, adorned with a white collared shirt and a black bow tie. His eyes are a deep blue, and his hair is a rich black, adding a pop of color to the scene. His lips are a lighter shade of pink, and he has a slight smile on his face. His eyebrows are a darker shade of blue, adding depth to the composition.' |
|
|
base_model: Qwen/Qwen-Image |
|
|
instance_prompt: Synthetic Face |
|
|
license: apache-2.0 |
|
|
--- |
|
|
|
|
|
 |
|
|
|
|
|
# Qwen-Image-Synthetic-Face |
|
|
|
|
|
<Gallery /> |
|
|
|
|
|
--- |
|
|
|
|
|
# Model description for Qwen-Image-Synthetic-Face |
|
|
|
|
|
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 | 22 & 2650 | |
|
|
| Epoch | 20 | Save Every N Epochs | 2 | |
|
|
|
|
|
Labeling: florence2-en(natural language & English) |
|
|
|
|
|
Total Images Used for Training : 26 [HQ Images] |
|
|
|
|
|
## Data Sources |
|
|
|
|
|
| Source | Link | |
|
|
|--------------|-------------------------------------| |
|
|
| Playground | [playground.com](https://playground.com/) | |
|
|
| ArtStation | [artstation.com](https://www.artstation.com/) | |
|
|
| 4K Wallpapers| [4kwallpapers.com](https://4kwallpapers.com/) | |
|
|
|
|
|
## Best Dimensions & Inference |
|
|
|
|
|
| **Dimensions** | **Aspect Ratio** | **Recommendation** | |
|
|
|-----------------|------------------|---------------------------| |
|
|
| 1472 x 1140 | 4:3 (approx.) | Best | |
|
|
| 1024 x 1024 | 1:1 | Default | |
|
|
|
|
|
### Inference Range |
|
|
|
|
|
- **Recommended Inference Steps:** 35-50 |
|
|
|
|
|
## Setting Up |
|
|
```python |
|
|
import torch |
|
|
from diffusers import DiffusionPipeline |
|
|
|
|
|
base_model = "Qwen/Qwen-Image" |
|
|
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
|
|
|
|
|
lora_repo = "prithivMLmods/Qwen-Image-Synthetic-Face" |
|
|
trigger_word = "Synthetic Face" |
|
|
pipe.load_lora_weights(lora_repo) |
|
|
|
|
|
device = torch.device("cuda") |
|
|
pipe.to(device) |
|
|
``` |
|
|
|
|
|
## Trigger words |
|
|
|
|
|
You should use `Synthetic Face` to trigger the image generation. |
|
|
|
|
|
|
|
|
## Download model |
|
|
|
|
|
|
|
|
[Download](/prithivMLmods/Qwen-Image-Synthetic-Face/tree/main) them in the Files & versions tab. |
|
|
|
