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adding tag drop out option

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KyuSeok Jung 2022-11-11 10:29:55 +09:00 committed by GitHub
parent 6f8a807fe4
commit 13a2f1dca3
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1 changed files with 4 additions and 4 deletions
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modules/textual_inversion/dataset.py
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@ -98,12 +98,12 @@ class PersonalizedBase(Dataset):
def create_text(self, filename_text): def create_text(self, filename_text):
text = random.choice(self.lines) text = random.choice(self.lines)
text = text.replace("[name]", self.placeholder_token) text = text.replace("[name]", self.placeholder_token)
if shared.opts.shuffle_tags:
tags = filename_text.split(',') tags = filename_text.split(',')
if shared.opt.tag_drop_out != 0:
tags = [t for t in tags if random.random() > shared.opt.tag_drop_out]
if shared.opts.shuffle_tags:
random.shuffle(tags) random.shuffle(tags)
text = text.replace("[filewords]", ','.join(tags)) text = text.replace("[filewords]", ','.join(tags))
else:
text = text.replace("[filewords]", filename_text)
return text return text
def __len__(self): def __len__(self):