README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Inkk, A black and white portrait of a womans face. The womans head is facing the left side of the frame. Her hair is cut in a bun. Her eyes are wide open. Her eyebrows are black and her lips are painted black. Her mouth is painted white. Her nose is black. She has a black microphone in her mouth. The background is white.'
  output:
    url: images/1.png
- text: 'Inkk, A black and white drawing of a mans face. The man has a black mustache that is trimmed in black. His eyes are blue and he has black hair. He is wearing a black collar with black stripes on it. He also has earphones in his ears. The background is white.'
  output:
    url: images/2.png
- text: 'Inkk, A black and white monochromatic portrait of a womans face. The womans head is facing the left side of the frame, her hair cascades over her shoulders. She is wearing a black dress with a white stripe down the center of her neck. Her ear is encased in a silver earring. Her hair is pulled back in a ponytail, adding a pop of color to the scene. The background is a stark white, creating a stark contrast to the womans silhouette.'
  output:
    url: images/3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Inkk
license: apache-2.0
---
![zgvdsfvzdfvbzd.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/s9Rq1DTbCedZxm2974-TN.png)

<Gallery />


# Model description for Inkk

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           | 19 & 2770 |
| Epoch                     |  23   | Save Every N Epochs       | 1    |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 55

## 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/Inkk"
trigger_word = "Inkk"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `Inkk` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/strangerzonehf/Inkk/tree/main) them in the Files & versions tab.