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Fix Perp-Neg math

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adjust perp-neg implementation to match the paper
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feffy380
2024-02-21 10:33:03 +01:00
committed by GitHub
parent 18c151b3e3
commit 820807c8ed
1 changed files with 1 additions and 1 deletions
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comfy_extras/nodes_perpneg.py
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@@ -35,7 +35,7 @@ class PerpNeg:
pos = noise_pred_pos - noise_pred_nocond
neg = noise_pred_neg - noise_pred_nocond
perp = ((torch.mul(pos, neg).sum())/(torch.norm(neg)**2)) * neg
perp = neg - ((torch.mul(neg, pos).sum())/(torch.norm(pos)**2)) * pos
perp_neg = perp * neg_scale
cfg_result = noise_pred_nocond + cond_scale*(pos - perp_neg)
cfg_result = x - cfg_result