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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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widget: |
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- text: 'ctoon, A cartoon drawing of a white cat with a black sunglasses around its eyes. The cats eyes are squinted and the cats ears are a light pink color. There are two yellow stars on the wall to the right of the cat.' |
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output: |
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url: images/C1.png |
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- text: 'ctoon, A cartoon drawing of a white penguin sitting on a red chair. The penguin has a yellow beak and yellow feet. The background of the penguin is a bright blue color.' |
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output: |
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url: images/C4.png |
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- text: 'ctoon, A cartoon drawing of a cat wearing sunglasses. The cat is facing towards the left side of the image. It is holding a wine glass with wine in it. There is a bottle of wine to the right of the cat. There are two stars to the left of the animal. The background is a light beige color.' |
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output: |
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url: images/C3.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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# Flux.1-Dev-Ctoon-LoRA |
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<Gallery /> |
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**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.** |
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## Model description |
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**prithivMLmods/Flux.1-Dev-Ctoon-LoRA** |
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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 | 20 & 2700 | |
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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 : 22 |
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## Best Dimensions |
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- 768 x 1024 (Best) |
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- 1024 x 1024 (Default) |
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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 = "prithivMLmods/Flux.1-Dev-Ctoon-LoRA" |
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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](/prithivMLmods/Flux.1-Dev-Ctoon-LoRA/tree/main) them in the Files & versions tab. |
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