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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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- ctoon++ |
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widget: |
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- text: >- |
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Ctoon++, A cartoon drawing of a man with black hair and brown eyes. He is |
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wearing a white t-shirt with a blue jacket over his shoulders. The man has |
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his hands on his shoulders and his eyes are closed. His hands are covered |
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with brown gloves. The background is a light beige color with black writing |
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on it. |
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output: |
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url: images/1.png |
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- text: >- |
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Ctoon++, A cartoon drawing of a girl with black hair tied up in a ponytail |
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with a red bow. She is wearing a pink shirt with the words "CANTON YMCA" and |
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"UHU HANUBALL" written on it. The girl is facing to the right of the image, |
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with her right arm raised in the air. Her left hand is raised up, while her |
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right hand is reaching out towards the girl. The background is a light |
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beige, with a rough texture. |
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output: |
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url: images/2.png |
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- text: >- |
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Ctoon++, A cartoon drawing of a boy with short dark hair and glasses. He is |
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wearing a white button up shirt with a brown tie around his neck. He has a |
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backpack strap over his shoulders. The background is a light peach color. |
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output: |
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url: images/3.png |
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- text: >- |
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Ctoon++, A cartoon drawing of a woman with long dark brown hair. She is |
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wearing a light blue button up shirt with a black collar. She has a white |
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strap over her shoulder. The background is a light peach color. |
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output: |
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url: images/4.png |
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- text: >- |
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Ctoon++: A cartoon drawing of Elon Musk with short brown hair and a |
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confident smile. He is wearing a black t-shirt with a blazer, standing in |
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front of a large rocket. The background is a clear night sky filled with |
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stars and a glowing moon. |
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output: |
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url: images/5.png |
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- text: >- |
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Ctoon++, A cartoon drawing of a playful orange tabby cat with green eyes. |
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The cat is sitting on a blue cushion, holding a small fish toy in its paws. |
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The background is a light yellow color with paw prints scattered across it. |
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output: |
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url: images/6.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Ctoon++ |
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license: creativeml-openrail-m |
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--- |
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<Gallery /> |
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# Model description for Ctoon-Plus-Plus |
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Image Processing Parameters |
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| Parameter | Value | Parameter | Value | |
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|---------------------------|--------|---------------------------|--------| |
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| LR Scheduler | constant | Noise Offset | 0.03 | |
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| Optimizer | AdamW | Multires Noise Discount | 0.1 | |
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| Network Dim | 64 | Multires Noise Iterations | 10 | |
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| Network Alpha | 32 | Repeat & Steps | 16 & 2330 | |
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| Epoch | 15 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 33 |
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## Best Dimensions & Inference |
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| **Dimensions** | **Aspect Ratio** | **Recommendation** | |
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|-----------------|------------------|---------------------------| |
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| 1280 x 832 | 3:2 | Best | |
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| 1024 x 1024 | 1:1 | Default | |
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### Inference Range |
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- **Recommended Inference Steps:** 30–35 |
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## Setting Up |
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```python |
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import torch |
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from pipelines import DiffusionPipeline |
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base_model = "black-forest-labs/FLUX.1-dev" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "strangerzonehf/Ctoon-Plus-Plus" |
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trigger_word = "Ctoon++" |
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pipe.load_lora_weights(lora_repo) |
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device = torch.device("cuda") |
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pipe.to(device) |
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``` |
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## Trigger words |
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You should use `Ctoon++` to trigger the image generation. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/strangerzonehf/Ctoon-Plus-Plus/tree/main) them in the Files & versions tab. |
