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Duplicate from svntax-dev/pixel_portrait_lora_v1-lora

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Co-authored-by: svntax <svntax-dev@users.noreply.huggingface.co>

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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:sd-lora
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+ - ai-toolkit
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+ base_model: Qwen/Qwen-Image
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+ license: creativeml-openrail-m
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+ inference:
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+ parameters:
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+ width: 512
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+ height: 512
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+ ---
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+
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+ # pixel_portrait_lora_v1-lora
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+
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+ Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
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+
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+
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+
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+ ## Trigger words
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+
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+ No trigger words defined, but it's recommended to start with "*A portrait of \[subject\] with \[appearance/traits\]*".
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+
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+ ## Sample outputs
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+
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+ Images from left-to-right were generated at 512x512 with:
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+
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+ No LoRA, 500 steps, 1000 steps, 1500 steps, 2000 steps (final checkpoint)
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+
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+ ### Medieval Knight
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+
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+ **Prompt**: *A portrait of a medieval knight with iron armor, wearing a full iron helmet with a red plume on the back side of the helm. The knight is facing front right at a 45-degree angle with a neutral pose. The iron armor is clean and reflective, showing a clean polish.*
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+
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+ ![samples_knight](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/WN4LtbQdwQ7vQu3GMBrLU.png)
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+
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+ ### Witch
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+
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+ **Prompt**: *A portrait of a witch with long red hair and blue eyes, wearing a dark purple witch hat and robes. The witch is facing left with a neutral expression. The robes are trimmed with white and light purple colors.*
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+
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+ ![samples_witch](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/0C8rbHinwmdS8NSeKz_JM.png)
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+
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+ ### Werewolf
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+
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+ **Prompt**: *A portrait of a werewolf with light gray fur and yellow eyes, wearing a red scarf and a sword on his back. The werewolf is facing forward with a confident expression.*
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+
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+ ![samples_werewolf](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/ODyomle3GsJcOS4wZQCE_.png)
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+
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+
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+ ## How to get pixel-perfect images
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+
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+ To get pixel-perfect images, downscale by a factor of 8. So 512x512 images should downscale to 64x64, 1024x1024 to 128x128, and so on.
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+
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+ You can generate at higher resolutions like 1024x1024, but you may get worse pixel quality because the LoRA was trained on 512x512 images only.
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+
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+
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+ ## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
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+
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+ Weights for this model are available in Safetensors format.
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+
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+ [Download](svntax-dev/pixel_portrait_lora_v1-lora/tree/main) them in the Files & versions tab.
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+
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+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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+
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+ ```py
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+ from diffusers import AutoPipelineForText2Image
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+ import torch
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+
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+ pipeline = AutoPipelineForText2Image.from_pretrained('Qwen/Qwen-Image', torch_dtype=torch.bfloat16).to('cuda')
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+ pipeline.load_lora_weights('svntax-dev/pixel_portrait_lora_v1-lora', weight_name='pixel_portrait_lora_v1_000001500.safetensors')
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+ image = pipeline('a beautiful landscape').images[0]
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+ image.save("my_image.png")
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+ ```
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+
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+ For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
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+
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