Merge pull request #4117 from TinkTheBoush/master

Adding optional tag shuffling for training

1 files changed, 6 insertions, 1 deletions

diff --git a/modules/textual_inversion/dataset.py b/modules/textual_inversion/dataset.py
index ad726577..eb75c376 100644
--- a/modules/textual_inversion/dataset.py
+++ b/modules/textual_inversion/dataset.py
@@ -98,7 +98,12 @@ class PersonalizedBase(Dataset):
     def create_text(self, filename_text):

         text = random.choice(self.lines)

         text = text.replace("[name]", self.placeholder_token)

-        text = text.replace("[filewords]", filename_text)

+        tags = filename_text.split(',')

+        if shared.opts.tag_drop_out != 0:

+            tags = [t for t in tags if random.random() > shared.opts.tag_drop_out]

+        if shared.opts.shuffle_tags:

+            random.shuffle(tags)

+        text = text.replace("[filewords]", ','.join(tags))

         return text

 

     def __len__(self):