---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- Doodle
- Diagrams
widget:
- text: >-
    Simple Doodle, A cartoon drawing of a woman with long dark brown hair and a
    white face. The womans face has black eyes, a black nose, and a black smile.
    She is wearing a peach colored top with a white collar. The background is a
    light beige color.
  output:
    url: images/SD1.webp
- text: >-
    Simple Doodle, A cartoon drawing of a mountain range with snow on it. The
    mountain range is outlined in a light green color. There is a pink mountain
    range in the middle of the mountain range. There are trees in the bottom
    left corner of the image. The sky is a light blue color and there are clouds
    in the top right corner. The sun is shining through the clouds.
  output:
    url: images/SD2.webp
- text: >-
    Simple Doodle, A cartoon drawing of a boy with short black hair and a yellow
    shirt. The boy has a smile on his face. The background is a peach color and
    there are green leaves on either side of the boy. There are white dots on
    the peach color background.
  output:
    url: images/SD3.webp
base_model: stabilityai/stable-diffusion-3.5-large-turbo
instance_prompt: Simple Doodle
license: creativeml-openrail-m
---
# Simple-Doodle-SD3.5-Turbo

<Gallery />

**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**

## Model description 

**prithivMLmods/Simple-Doodle-SD3.5-Turbo**

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 & 2300 |
| Epoch                     | 10     | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 18

## App File Structure

/project-root/

├── .gitattributes         
├── README.md      
├── app.py             
├── pythonproject.py     


## Setting Up

```
from diffusers import DiffusionPipeline
import torch

device = "cuda" if torch.cuda.is_available() else "cpu"
model_repo_id = "stabilityai/stable-diffusion-3.5-large-turbo"

torch_dtype = torch.bfloat16 if torch.cuda.is_available() else torch.float32

pipe = DiffusionPipeline.from_pretrained(model_repo_id, torch_dtype=torch_dtype)
pipe = pipe.to(device)

pipe.load_lora_weights("prithivMLmods/Simple-Doodle-SD3.5-Turbo", weight_name="SD3.5-Turbo-Realism-2.0-LoRA.safetensors")
trigger_word = "Simple Doodle"  
pipe.fuse_lora(lora_scale=1.0)
```

## Trigger words

You should use `Simple Doodle` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Simple-Doodle-SD3.5-Turbo/tree/main) them in the Files & versions tab.