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license: cc-by-nc-4.0
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# MzPikas TMND Enhanced

## experimental Attention Agreement Score merge model

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

https://civitai.com/models/27259/tmnd-mix

https://civitai.com/models/47067/pikas-new-generation-v10

https://civitai.com/models/31383/mzmix

https://huggingface.co/Xynon/SD-Silicon/tree/main





## Model does not yield satisfactory result below resolution 2048x1024 during tests.

Tested workflow:

t2i  1024x512  x2 hiresfix     output 2048x1024

i2i  multidiffusion  Euler a or DPM++ 2M Karras  x2 Ultrasharp  Denoising strength 0.35-0.4    output 4096x2048

- Slight face/limb distortion under t2i result can be fixed automatically in i2i step

- 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.



Demos:

Images without metadata are too large for upload as PNG. I'll post them in Discord.

Lora used is included in repo.

![00004-1979581610.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/t9LQNaT6iyNZrLaDACPRo.jpeg)



![00015-2258858428.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/vXiQuNlDdiQBdu-5QPet7.png)




![00015-1732540132.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/2WgO3yUkhkS7HjdKdMjln.png)






![00005-1054975534.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/AQH8OnJONdzNQv6d0j1Nq.jpeg)




![00011-2480169264.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/hM7KgUbSTubIOdqN6cvXh.jpeg)





![00019-1065916204.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/fftKr5gmBWYXY9F2INAXB.png)




![00029-3681388676.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/pWBaWfDuDDmGS9F1AEStx.png)




![00003-3533137131.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/1Xiu20rDdnNfPwDEgBudj.jpeg)




![00006-1054975534.png](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/QXhEwqBwBfiyqWGV5ySDq.png)




![00012-4135706202.jpg](https://s3.amazonaws.com/moonup/production/uploads/63d260547bec3be0c3e82402/KyKWyYVYH1h4YAEHDe3OL.jpeg)