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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: 'Real Claymation, Captured at eye-level on a low-angle perspective, a blue figurine with a red hat on its head and a red scarf around its neck. The figurines head is positioned in the center of the frame, with two large white eyes and a black nose on its face. Its mouth is slightly open, revealing a black smile. The background is a stark white, adding a pop of color to the scene.' |
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output: |
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url: images/1.png |
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- text: 'Real Claymation, a green toy frog is standing on a light brown wooden table. The frogs mouth is open, revealing a red heart in its mouth. Its mouth is adorned with red beads, adding a pop of color to the scene. Above the frogs head, a white keyboard can be seen.' |
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output: |
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url: images/22.png |
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- text: 'Real Claymation, Captured at eye-level on a low-angle shot, two green plush toys are perched on a piece of wood. The toy on the left is facing the viewer, while the one on the right is facing away from the viewer. Both toys are made of clay, a vibrant green color, and have white teeth and a red button in the mouth. The backdrop is a lush green field, with a body of water in the distance. The sky is filled with white, fluffy clouds, adding a touch of contrast to the scene.' |
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output: |
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url: images/33.png |
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- text: 'Real Claymation, Captured at eye-level on a low-angle, close-up shot of a green frog and a black and white penguin. The frog and penguin are facing each other, their arms wrapped around each other. The penguins head is encircled by a red hot dog, its tongue sticking out, adding a pop of color to the scene. The background is a stark white, allowing the frog to be the focal point of the image.' |
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output: |
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url: images/44.png |
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- text: 'Real Claymation, Captured at eye-level on a low-angle, close-up shot of a yellow smiley face with open hands. The smiley face has two large black eyes and a wide, friendly grin. Its hands are extended forward as if offering a warm hug. The background is a stark white, making the bright yellow and expressive features stand out, adding a pop of color to the scene.' |
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output: |
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url: images/55.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Real Claymation |
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license: apache-2.0 |
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--- |
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<Gallery /> |
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# Model description for Real-Claymation |
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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 | 25 & 3100 | |
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| Epoch | 21 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 28 |
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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/Real-Claymation" |
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trigger_word = "333 Pro Sketch" |
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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 `Real Claymation` 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/Real-Claymation/tree/main) them in the Files & versions tab. |
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