diff options
Diffstat (limited to 'modules')
| -rw-r--r-- | modules/shared.py | 2 | ||||
| -rw-r--r-- | modules/textual_inversion/dataset.py | 7 |
2 files changed, 8 insertions, 1 deletions
diff --git a/modules/shared.py b/modules/shared.py index e8bacd3c..caabf078 100644 --- a/modules/shared.py +++ b/modules/shared.py @@ -319,6 +319,8 @@ options_templates.update(options_section(('system', "System"), { options_templates.update(options_section(('training', "Training"), {
"unload_models_when_training": OptionInfo(False, "Move VAE and CLIP to RAM when training if possible. Saves VRAM."),
+ "shuffle_tags": OptionInfo(False, "Shuffleing tags by ',' when create texts."),
+ "tag_drop_out": OptionInfo(0, "Dropout tags when create texts", gr.Slider, {"minimum": 0, "maximum": 1, "step": 0.1}),
"save_optimizer_state": OptionInfo(False, "Saves Optimizer state as separate *.optim file. Training can be resumed with HN itself and matching optim file."),
"dataset_filename_word_regex": OptionInfo("", "Filename word regex"),
"dataset_filename_join_string": OptionInfo(" ", "Filename join string"),
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):
|