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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: 'This is a vibrant digital illustration featuring a seamless pattern of four Chihuahua heads, each adorned with large, bright pink sunglasses. The dogs have tan fur with white chests and expressive, wide eyes. The background is a solid, vivid blue, interspersed with scattered pink heart shapes, adding a playful and whimsical touch. The illustration style is cartoonish, with smooth shading and exaggerated features, creating a cheerful and eye-catching design.' |
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output: |
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url: images/SP1.png |
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- text: 'Seamless Pattern Design, a light blue background features a pattern of red berries and white snowflakes. The berries are arranged in a way that creates a striking contrast to the blue background. The leaves, stems, and branches are outlined in a muted gold color, adding a touch of nature to the image. The red berries are centered in the middle of the image, while the branches on the right side are outlined with a darker shade of gold. The branches, leaves, and stems are also outlined in white, creating a stark contrast against the background.' |
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output: |
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url: images/SP2.png |
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- text: 'Seamless Pattern Design, A white background with red bows and Christmas decorations. The bows are tied in a bow shape. The decorations are in small pots with green leaves and red flowers. The background is a light pink color.' |
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output: |
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url: images/SP3.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Seamless Pattern Design |
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license: creativeml-openrail-m |
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--- |
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# Seamless-Pattern-Design-Flux-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/Seamless-Pattern-Design-Flux-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 | 25 & 3K| |
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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 : 17 [ Hi-RES ] |
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## Best Dimensions |
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- 1024 x 1024 (Default) |
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## Setting Up |
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``` |
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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/Seamless-Pattern-Design-Flux-LoRA" |
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trigger_word = "Seamless Pattern Design" |
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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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## Data source |
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- https://playground.com/ |
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## Trigger words |
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You should use `Seamless Pattern Design` 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/Seamless-Pattern-Design-Flux-LoRA/tree/main) them in the Files & versions tab. |
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