README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- toon
- 2.5D
- Flux
widget:
- text: >-
    toonic 2.5D, Captured from a low-angle perspective on a vibrant yellow
    backdrop, a cartoon boy is depicted in a cartoon-like fashion. He is wearing
    a yellow shirt, blue pants, and white shoes. His arms are outstretched, and
    his mouth is slightly open, as if he is screaming. His eyes are squinted,
    and he has brown hair, and a black mustache. His hair is cut in a bob,
    adding a pop of color to the scene.
  output:
    url: images/T4.png
- text: >-
    toonic 2.5D, A digital art painting of a woman in a white shirt, blue pants,
    and a black hat with white marshmallows in her hair. The woman is standing
    in front of a blue square with the number 300 on it. The background of the
    painting is a light gray color.
  output:
    url: images/T1.png
- text: >-
    toonic 2.5D, a cartoon character is seated on a white scooter. The scooter
    is positioned in front of a pink background. The character is wearing a
    white short-sleeved shirt, a pair of white pants, and white tennis shoes.
    His right foot is crossed over the scooter, while his left foot is resting
    on the handlebars. The handlebars are black, while the seat is white with a
    red stripe down the center. The background is a pale pink, adding a pop of
    color to the scene.
  output:
    url: images/T2.png
- text: >-
    toonic 2.5D, A cartoon drawing of a boy in a white car. The car is black and
    has a white stripe on it. The boy has brown hair and brown spots on his
    head. He is holding a white bow in his hand. The background is a light pink
    color. The front of the car has a black bumper with yellow lights. The
    headlights are on the car.
  output:
    url: images/T3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: toonic 2.5D
license: creativeml-openrail-m
---
# Flux-Toonic-2.5D-LoRA

<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/Flux-Toonic-2.5D-LoRA**

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           | 23 & 2900 |
| Epoch                     | 15   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 15

## Best Dimensions

- 768 x 1024 (Best)
- 1024 x 1024 (Default)
    
## 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 = "prithivMLmods/Flux-Toonic-2.5D-LoRA"
trigger_word = "toonic 2.5D"  
pipe.load_lora_weights(lora_repo)

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

You should use `toonic 2.5D` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Flux-Toonic-2.5D-LoRA/tree/main) them in the Files & versions tab.