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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: 'Bird, in the style of minimalist illustrator, reinterpreted human form, iconic album covers, white and violet, stop-motion animation, elongated forms, flat illustrations ' |
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output: |
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url: images/33.png |
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- text: 'A picture that depicts a Hiker, in the style of delicate paper cutouts, white and azure, album covers, white medium, grainy, oshare kei, white background, minimal ' |
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output: |
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url: images/22.png |
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- text: 'A Hamburger on a pink background, in the style of cinquecento, captured essence of the moment, layered expressiveness, intricate cut-outs backgrounds, film photography, studio photography ' |
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output: |
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url: images/44.png |
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base_model: stabilityai/stable-diffusion-xl-base-1.0 |
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instance_prompt: minimalist |
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license: creativeml-openrail-m |
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--- |
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# Pegasi-Minimalist-Image-Style |
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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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Pegasi Minimalist |
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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 | 28 | |
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| Epoch | 10 | Save Every N Epochs | 1 | |
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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/Pegasi-Minimalist-Image-Style", weight_name="Pegasi-Minimalist-Image-Style.safetensors", adapter_name="minimalist") |
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pipe.set_adapters("minimalist") |
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pipe.to("cuda") |
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``` |
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## Trigger prompts |
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A picture that depicts a Hiker, in the style of delicate paper cutouts, white and azure, album covers, white medium, grainy, oshare kei, white background, minimal |
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Bird, in the style of minimalist illustrator, reinterpreted human form, iconic album covers, white and violet, stop-motion animation, elongated forms, flat illustrations |
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A Hamburger on a pink background, in the style of cinquecento, captured essence of the moment, layered expressiveness, intricate cut-outs backgrounds, film photography, studio photography |
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| Parameter | Value | |
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|-----------------|---------------------------------------------------------------------------------------| |
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| Prompt | A Hamburger on a pink background, in the style of cinquecento, captured essence of the moment, layered expressiveness, intricate cut-outs backgrounds, film photography, studio photography | |
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| Sampler | euler | |
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## Trigger words |
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You should use **`minimalist, minimal, minimalist illustrator`** 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/Pegasi-Minimalist-Cartoon-Style/tree/main) them in the Files & versions tab. |
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