---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- output:
    url: images/1.png
  text: 'Studio Realism, a close-up shot of a young womans face features a neutral expression. The womans eyes are a deep brown, her hair is a dark brown, and her eyebrows are a lighter shade of brown. She is wearing a black and yellow t-shirt, with a cream collar around her neck. Her ear is adorned with a gold earring, adding a touch of shine to her face. The backdrop is a stark white, and the womans hair is pulled back in a ponytail.'
- output:
    url: images/2.png
  text: 'Studio Realism, Captured in a close-up, eye-level shot of a young man with curly brown hair. He is wearing a pair of rimmed glasses with a gold frame. His eyes are a piercing blue, and his lips are a pinkish-pink color. His hair is a rich brown, and he is wearing an orange and blue shirt with a brown tie around the neck. The backdrop is a plain white wall.'
- output:
    url: images/3.png
  text: 'Studio Realism, a close-up shot of a young womans face is adorned with a vibrant orange baseball cap, adorned with orange and yellow paint. Her eyes are adorned with blue-green tinted eyes, adding a pop of color to her face. Her lips are painted a vibrant shade of pink, while her braids are pulled back in a braid. She is wearing a white tank top, and her hair is cascading down her shoulders. The backdrop is a vibrant yellow, creating a striking contrast to her skin.'
- output:
    url: images/4.png
  text: 'Studio Realism, a woman with long blonde hair, wearing a white baseball cap adorned with a black buckle and the word ABE written in red letters. Her eyes are a piercing green, and her lips are a vibrant pink. She is wearing a blue shirt with a yellow collar around her neck. Her hair is cascading down her shoulders, adding a touch of texture to her face. The backdrop is a vibrant blue, creating a striking contrast to the womans face.'
base_model: Qwen/Qwen-Image
instance_prompt: Studio Realism
license: apache-2.0
---

![1.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/9o3XXRrbtxstX8xKD9U5i.png)

# Qwen-Image-Studio-Realism

<Gallery />

---

# Model description for Qwen-Image-Studio-Realism

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 & 2790 |
| Epoch                     | 20  | Save Every N Epochs       | 1  |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 27 [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-Studio-Realism"
trigger_word = "Studio Realism"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```

## Trigger words

You should use `Studio Realism` to trigger the image generation.


## Download model


[Download](/prithivMLmods/Qwen-Image-Studio-Realism/tree/main) them in the Files & versions tab.