---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- Abstract Cartoon
- Paint
- Multi-Color
widget:
- text: >-
    Abstract Cartoon, An eye-level painting of a monsters face, painted in a
    vibrant orange, yellow, red, and blue color scheme. The monsters eyes are
    covered in white paint, adding a pop of color to the scene. The eyes are
    squinted with black paint, while the mouth is adorned with red and white
    paint. The background is a dark blue, creating a contrast with the orange
    and yellow of the monsters head.
  output:
    url: images/AC1.png
- text: >-
    Abstract Cartoon, An eye-level view of a cats face is depicted in a close-up
    view. The cats eyes are black, and the cats nose is white, with a red nose
    and mouth painted in white. Its whiskers are white, and they are painted in
    a variety of colors, including orange, yellow, and blue. The background is a
    dark blue, and there is a star-shaped object in the top right corner of the
    image.
  output:
    url: images/AC2.png
- text: >-
    Abstract Cartoon, a portrait of Boat, painted by a dadaist abstract artist.
    a colorful character with a whismical theme, the background color is dark
    blue. All depicted by very colorful brush strokes. It all looks like a
    cartoon from 90 
  output:
    url: images/AC3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Abstract Cartoon
license: creativeml-openrail-m
---
# Abstract-Cartoon-Flux-LoRA

<Gallery />

- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

**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/Abstract-Cartoon-Flux-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           | 22 & 2200|
| Epoch                     | 10  | Save Every N Epochs       | 1      |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 11 [ Hi-RES ]
    
## Best Dimensions

- 1024 x 1024 (Default)
  
## Setting Up
```
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/Abstract-Cartoon-Flux-LoRA"
trigger_word = "Abstract Cartoon"  
pipe.load_lora_weights(lora_repo)

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

You should use `Abstract Cartoon` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

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