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sd15-geoflow-characters

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sd15-flow-trainer
geometric-deep-learning
stable-diffusion
ksimplex
pentachoron
flow-matching
cross-attention-prior
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  Geometric cross-attention prior for SD1.5 using pentachoron (4-simplex) structures.
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  ## Architecture
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  | Component | Params |
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  - **geo_loss_weight**: 0.01
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  - **loss_final**: 0.3177722838521004
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  ## License
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  MIT — [AbstractPhil](https://huggingface.co/AbstractPhil)
 
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  Geometric cross-attention prior for SD1.5 using pentachoron (4-simplex) structures.
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+ # Before and After
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+
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+ ## Pretrain
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/TgjI7uFi0hlwR0SZ_L5Lg.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/9f1AsA8IQC04rCFUJqIEL.png)
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+
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+ ## Final
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/6v44zbXNRmEqyGFClqDxx.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/CD1F_1RNkU4s1jAtx8Jl3.png)
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+
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  ## Architecture
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  | Component | Params |
 
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  - **geo_loss_weight**: 0.01
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  - **loss_final**: 0.3177722838521004
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+ # Assessment
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/Huyg1bNgCDRR849gsGej4.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/AqiP6uRJsETZPTo0hUbNy.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/0xulkeQ9-xeyQmECjVEC_.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/D2-inlMATNEMOqe-ofBpk.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/NiBxkekTSZ_Yu_ybUEymc.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/anM-EEgsnTJCefLyh5KWJ.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/9Dpar0p8Dz503yoEClRuB.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/cHwGnTsvjBTHnadUoiy1U.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/dMA5RiIHui1_QQ32qHqx2.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/X18f5tbwEJKRAtd5_9vLz.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/g2WWIwptvGGjikhQ4zx5Q.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/gkJZhlo1CRLRZS0yI2bDu.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/630cf55b15433862cfc9556f/UyOGpSD71MBaOyCv1c2oy.png)
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  ## License
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  MIT — [AbstractPhil](https://huggingface.co/AbstractPhil)