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  license: cc-by-nc-4.0
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  license: cc-by-nc-4.0
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+ # MzPikas TMND Enhanced
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+ ## experimental Attention Agreement Score merge model
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+ Using the sum of negative DAAM cumulative attention scores from teacher models as loss, running neuron-wise merge with AdamW from four teacher models, trained on images with resolution 2048x2048
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+ https://civitai.com/models/27259/tmnd-mix
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+ https://civitai.com/models/47067/pikas-new-generation-v10
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+ https://civitai.com/models/31383/mzmix
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+ https://huggingface.co/Xynon/SD-Silicon/tree/main
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+ ## Model does not yield satisfactory result below resolution 2048x1024 during tests.
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+ Tested workflow:
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+ t2i 1024x512 x2 hiresfix output 2048x1024
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+ i2i multidiffusion Euler a or DPM++ 2M Karras x2 Ultrasharp Denoising strength 0.35-0.4 output 4096x2048
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+ - Slight face/limb distortion under t2i result can be fixed automatically in i2i step
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+ - reduce the weight of silicon isolation Lora, reduce the overall weight of background prompt, increase the overall weight of character prompt if foreground character does not appear.
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+ Demos:
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+ Images without metadata are too large for upload as PNG. I'll post them in Discord.
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+ Lora used is included in repo.
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+ ![00004-1979581610.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/t9LQNaT6iyNZrLaDACPRo.jpeg)
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+ ![00015-2258858428.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/vXiQuNlDdiQBdu-5QPet7.png)
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+ ![00015-1732540132.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/2WgO3yUkhkS7HjdKdMjln.png)
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+ ![00005-1054975534.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/AQH8OnJONdzNQv6d0j1Nq.jpeg)
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+ ![00011-2480169264.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/hM7KgUbSTubIOdqN6cvXh.jpeg)
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+ ![00019-1065916204.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/fftKr5gmBWYXY9F2INAXB.png)
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+ ![00029-3681388676.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/pWBaWfDuDDmGS9F1AEStx.png)
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+ ![00003-3533137131.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/1Xiu20rDdnNfPwDEgBudj.jpeg)
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+ ![00006-1054975534.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/QXhEwqBwBfiyqWGV5ySDq.png)
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+ ![00012-4135706202.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/KyKWyYVYH1h4YAEHDe3OL.jpeg)