metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Ctoon++, A cartoon drawing of a man with black hair and brown eyes. He is
      wearing a white t-shirt with a blue jacket over his shoulders. The man has
      his hands on his shoulders and his eyes are closed. His hands are covered
      with brown gloves. The background is a light beige color with black
      writing on it.
    output:
      url: images/1.png
  - text: >-
      Ctoon++, A cartoon drawing of a girl with black hair tied up in a ponytail
      with a red bow. She is wearing a pink shirt with the words "CANTON YMCA"
      and "UHU HANUBALL" written on it. The girl is facing to the right of the
      image, with her right arm raised in the air. Her left hand is raised up,
      while her right hand is reaching out towards the girl. The background is a
      light beige, with a rough texture.
    output:
      url: images/2.png
  - text: >-
      Ctoon++, A cartoon drawing of a boy with short dark hair and glasses. He
      is wearing a white button up shirt with a brown tie around his neck. He
      has a backpack strap over his shoulders. The background is a light peach
      color.
    output:
      url: images/3.png
  - text: >-
      Ctoon++, A cartoon drawing of a woman with long dark brown hair. She is
      wearing a light blue button up shirt with a black collar. She has a white
      strap over her shoulder. The background is a light peach color.
    output:
      url: images/4.png
  - text: >-
      Ctoon++: A cartoon drawing of Elon Musk with short brown hair and a
      confident smile. He is wearing a black t-shirt with a blazer, standing in
      front of a large rocket. The background is a clear night sky filled with
      stars and a glowing moon.
    output:
      url: images/5.png
  - text: >-
      Ctoon++, A cartoon drawing of a playful orange tabby cat with green eyes.
      The cat is sitting on a blue cushion, holding a small fish toy in its
      paws. The background is a light yellow color with paw prints scattered
      across it.
    output:
      url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Ctoon++
license: creativeml-openrail-m

Prompt
Ctoon++, A cartoon drawing of a man with black hair and brown eyes. He is wearing a white t-shirt with a blue jacket over his shoulders. The man has his hands on his shoulders and his eyes are closed. His hands are covered with brown gloves. The background is a light beige color with black writing on it.

Prompt
Ctoon++, A cartoon drawing of a girl with black hair tied up in a ponytail with a red bow. She is wearing a pink shirt with the words "CANTON YMCA" and "UHU HANUBALL" written on it. The girl is facing to the right of the image, with her right arm raised in the air. Her left hand is raised up, while her right hand is reaching out towards the girl. The background is a light beige, with a rough texture.

Prompt
Ctoon++, A cartoon drawing of a boy with short dark hair and glasses. He is wearing a white button up shirt with a brown tie around his neck. He has a backpack strap over his shoulders. The background is a light peach color.

Prompt
Ctoon++, A cartoon drawing of a woman with long dark brown hair. She is wearing a light blue button up shirt with a black collar. She has a white strap over her shoulder. The background is a light peach color.

Prompt
Ctoon++: A cartoon drawing of Elon Musk with short brown hair and a confident smile. He is wearing a black t-shirt with a blazer, standing in front of a large rocket. The background is a clear night sky filled with stars and a glowing moon.

Prompt
Ctoon++, A cartoon drawing of a playful orange tabby cat with green eyes. The cat is sitting on a blue cushion, holding a small fish toy in its paws. The background is a light yellow color with paw prints scattered across it.

Model description for Ctoon-Plus-Plus

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	16 & 2330
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 33

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

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/Ctoon-Plus-Plus"
trigger_word = "Ctoon++"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Ctoon++ to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.