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Add support of Stable Cascade #29

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Add support of Stable Cascade #29

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30bdc02
add support of StableCascade's CLIP G
mfg637 Aug 7, 2024
c5ed705
undo autoformatting
mfg637 Aug 7, 2024
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13 changes: 12 additions & 1 deletion adv_encode.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,8 @@
from math import gcd

from comfy import model_management
from comfy.sdxl_clip import SDXLClipModel, SDXLRefinerClipModel, SDXLClipG
from comfy.sdxl_clip import (SDXLClipG, SDXLClipModel, SDXLRefinerClipModel,
StableCascadeClipModel)

def _grouper(n, iterable):
it = iter(iterable)
Expand Down Expand Up @@ -262,6 +263,16 @@ def advanced_encode(clip, text, token_normalization, weight_interpretation, w_ma
return_pooled=True,
apply_to_pooled=apply_to_pooled)
return prepareXL(embs_l, embs_g, pooled, clip_balance)
elif isinstance(clip.cond_stage_model, StableCascadeClipModel):
return advanced_encode_from_tokens(
tokenized['g'],
token_normalization,
weight_interpretation,
lambda x: encode_token_weights(clip, x, encode_token_weights_g),
w_max=w_max,
return_pooled=True,
apply_to_pooled=apply_to_pooled
)
else:
return advanced_encode_from_tokens(tokenized['l'],
token_normalization,
Expand Down