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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: >- |
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Master Claymation, A mid-shot on a sandy beige backdrop, three plastic |
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figures walk in unison, dressed in desert-themed outfits: beige overalls, |
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linen scarves, and boots dusted with fine powder. The central figure wears |
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aviator goggles and holds a mini compass. The light is warm, evoking the |
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glow of a setting sun in a stop-motion desert expedition. |
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output: |
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url: images/1.png |
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- text: >- |
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Master Claymation, Shot in a moody side-lit studio, two figurines are seated |
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at a miniature café table, drinking from tiny mugs. The female mannequin on |
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the left has curly lavender hair and wears a forest green trench coat, while |
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the male on the right sports a yellow scarf and a pinstriped suit. A |
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miniature potted plant sits between them, and soft jazz music seems to echo |
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in the imaginary atmosphere |
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output: |
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url: images/2.png |
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- text: >- |
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Master Claymation, At dusk on a dark violet backdrop, five miniature |
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mannequins with weathered, cracked plastic skin stand in formation. They |
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wear matching forest green trench coats, black gloves, and rounded silver |
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helmets. Each mannequin is facing forward, except the last, who glances |
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ominously to the left. |
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output: |
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url: images/3.png |
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- text: >- |
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Master Claymation, captured from a low angle, a plastic figurine of a golden |
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retriever stands proudly on a bright teal background. Its fur is sculpted |
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with wavy golden textures, and it wears a red bandana with a paw print |
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pattern. Its tongue sticks out playfully, and its tail is mid-wag. |
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output: |
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url: images/4.png |
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- text: >- |
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Master Claymation, captured from a side profile on a soft lavender backdrop, |
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a single plastic figurine of a cat sits elegantly. The cat has glossy black |
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fur with subtle gray streaks, bright green eyes, and a golden bell on a red |
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collar. Its tail curls around its front paws, giving off a poised, regal |
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vibe. |
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output: |
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url: images/5.png |
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- text: >- |
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Master Claymation, Captured at eye-level, a close-up shot captures a blue |
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plastic figurine of a mans face, adorned with a blue mustache and a blue |
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ribbed collar. The figurines head is adorned with blue braids, adding a |
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touch of color to the scene. The backdrop is a vibrant shade of blue, |
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creating a stark contrast to the figurine. |
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output: |
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url: images/6.png |
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instance_prompt: Master Claymation |
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license: other |
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--- |
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<pre align="center"> |
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______ ______ __ __ __ ______ ______ __ __ ______ __ ______ |
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/\ == \/\ __ \ /\ \ /\ \_\ \ /\ ___\ /\ == \ /\ \/\ \ /\___ \ /\ \ /\ __ \ |
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\ \ _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \ __< \ \ \_\ \\/_/ /__ \ \ \\ \ \/\ \ |
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\ \_\ \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\ \ \_\\ \_____\ |
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\/_/ \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/ \/_/ \/_____/ |
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</pre> |
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# claymation |
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<Gallery /> |
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--- |
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# Model description for 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 | 28 & 3450 | |
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| Epoch | 27 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 45 |
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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 = "Polycruz9/claymation" |
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trigger_word = "Master Claymation" |
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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 `Master 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](/Polycruz9/claymation/tree/main) them in the Files & versions tab. |
