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--- |
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tags: |
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- text-to-image |
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- stable-diffusion |
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- lora |
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- diffusers |
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- template:sd-lora |
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widget: |
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- text: 'Kalamkari textile pattern, 4K' |
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output: |
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url: images/tp3.png |
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- text: 'Ikat textile pattern, 4K' |
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output: |
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url: images/tp4.png |
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- text: 'Floral textile pattern, 4K' |
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output: |
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url: images/tp5.png |
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base_model: stabilityai/stable-diffusion-xl-base-1.0 |
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instance_prompt: textile pattern |
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license: apache-2.0 |
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--- |
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# Canopus-Textile-Patterns |
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<Gallery /> |
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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 | 30 | |
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| Epoch | 09 | Save Every N Epochs | 1 | |
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Total Steps: 1080 |
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## SETTING-UP |
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```py |
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pipe = StableDiffusionXLPipeline.from_pretrained( |
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"-------------xxxxxxxxx----------", |
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torch_dtype=torch.float16, |
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use_safetensors=True, |
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) |
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(or) |
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----------------------------------------------------------- |
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pipe = StableDiffusionXLPipeline.from_pretrained( |
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"stabilityai/stable-diffusion-xl-base-1.0", |
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torch_dtype=torch.float16, |
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use_safetensors=True, |
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) |
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pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config) |
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pipe.load_lora_weights("prithivMLmods/Canopus-Textile-Pattern-adp-LoRA", weight_name="Canopus-Textile-Pattern-adp-LoRA.safetensors", adapter_name="tpl") |
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pipe.set_adapters("tpl") |
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pipe.to("cuda") |
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``` |
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## Trigger prompts |
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Kalamkari textile pattern, 4K |
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Ikat textile pattern, 4K |
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Floral textile pattern, 4K |
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| Parameter | Value | |
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|-----------------|---------------------------------------------------------------------------------------| |
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| Prompt | Floral textile pattern, 4K | |
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| Sampler | euler | |
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## Trigger words |
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You should use `textile pattern` 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/Canopus-Textile-Pattern-adp-LoRA/tree/main) them in the Files & versions tab. |
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