Update GUI and Readme
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@ -71,7 +71,7 @@ When a new release comes out you can upgrade your repo with the following comman
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.\upgrade.bat
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.\upgrade.bat
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```
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```
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or you can do it manually with
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alternatively you can do it manually with
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```powershell
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```powershell
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cd kohya_ss
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cd kohya_ss
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@ -84,15 +84,27 @@ Once the commands have completed successfully you should be ready to use the new
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## GUI
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## GUI
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There is now support for GUI based training using gradio. You can start the GUI interface by running:
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There is now support for GUI based training using gradio. You can start the complete kohya training GUI interface by running:
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```powershell
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```powershell
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.\dreambooth.bat
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.\kohya.cmd
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```
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and select the Dreambooth tab.
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Alternativelly you can use the Dreambooth focus GUI with
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```powershell
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.\dreambooth.cmd
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```
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```
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## CLI
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## CLI
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You can find various examples of how to leverage the fine_tune.py in this folder: https://github.com/bmaltais/kohya_ss/tree/master/examples
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You can find various examples of how to leverage the `train_db.py` in this folder: https://github.com/bmaltais/kohya_ss/tree/master/examples
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## Support
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Drop by the discord server for support: https://discord.com/channels/1041518562487058594/1041518563242020906
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## Quickstart screencast
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## Quickstart screencast
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@ -107,15 +107,23 @@ You can also use the `Captioning` tool found under the `Utilities` tab in the GU
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## GUI
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## GUI
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Support for GUI based training using gradio. You can start the GUI interface by running:
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There is now support for GUI based training using gradio. You can start the complete kohya training GUI interface by running:
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```powershell
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```powershell
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.\finetune.bat
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.\kohya.cmd
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```
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and select the Finetune tab.
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Alternativelly you can use the Finetune focus GUI with
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```powershell
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.\finetune.cmd
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```
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```
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## CLI
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## CLI
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You can find various examples of how to leverage the fine_tune.py in this folder: https://github.com/bmaltais/kohya_ss/tree/master/examples
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You can find various examples of how to leverage the `fine_tune.py` in this folder: https://github.com/bmaltais/kohya_ss/tree/master/examples
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## Support
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## Support
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@ -509,7 +509,7 @@ def dreambooth_tab(
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):
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):
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dummy_db_true = gr.Label(value=True, visible=False)
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dummy_db_true = gr.Label(value=True, visible=False)
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dummy_db_false = gr.Label(value=False, visible=False)
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dummy_db_false = gr.Label(value=False, visible=False)
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gr.Markdown('Enter kohya finetuner parameter using this interface.')
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gr.Markdown('Enter kohya dreambooth training parameter using this interface.')
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with gr.Accordion('Configuration file', open=False):
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with gr.Accordion('Configuration file', open=False):
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with gr.Row():
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with gr.Row():
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button_open_config = gr.Button('Open 📂', elem_id='open_folder')
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button_open_config = gr.Button('Open 📂', elem_id='open_folder')
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@ -44,7 +44,6 @@ def save_configuration(
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train_text_encoder,
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train_text_encoder,
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create_buckets,
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create_buckets,
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create_caption,
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create_caption,
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train,
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save_model_as,
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save_model_as,
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caption_extension,
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caption_extension,
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):
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):
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@ -89,7 +88,6 @@ def save_configuration(
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'train_text_encoder': train_text_encoder,
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'train_text_encoder': train_text_encoder,
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'create_buckets': create_buckets,
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'create_buckets': create_buckets,
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'create_caption': create_caption,
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'create_caption': create_caption,
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'train': train,
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'save_model_as': save_model_as,
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'save_model_as': save_model_as,
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'caption_extension': caption_extension,
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'caption_extension': caption_extension,
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}
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}
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@ -125,7 +123,6 @@ def open_config_file(
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train_text_encoder,
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train_text_encoder,
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create_buckets,
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create_buckets,
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create_caption,
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create_caption,
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train,
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save_model_as,
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save_model_as,
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caption_extension,
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caption_extension,
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):
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):
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@ -170,7 +167,6 @@ def open_config_file(
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my_data.get('train_text_encoder', train_text_encoder),
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my_data.get('train_text_encoder', train_text_encoder),
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my_data.get('create_buckets', create_buckets),
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my_data.get('create_buckets', create_buckets),
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my_data.get('create_caption', create_caption),
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my_data.get('create_caption', create_caption),
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my_data.get('train', train),
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my_data.get('save_model_as', save_model_as),
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my_data.get('save_model_as', save_model_as),
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my_data.get('caption_extension', caption_extension),
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my_data.get('caption_extension', caption_extension),
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)
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)
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@ -179,7 +175,6 @@ def open_config_file(
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def train_model(
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def train_model(
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generate_caption_database,
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generate_caption_database,
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generate_image_buckets,
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generate_image_buckets,
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train,
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pretrained_model_name_or_path,
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pretrained_model_name_or_path,
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v2,
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v2,
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v_parameterization,
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v_parameterization,
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@ -262,7 +257,6 @@ def train_model(
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# Run the command
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# Run the command
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subprocess.run(command)
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subprocess.run(command)
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if train:
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image_num = len(
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image_num = len(
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[f for f in os.listdir(image_folder) if f.endswith('.npz')]
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[f for f in os.listdir(image_folder) if f.endswith('.npz')]
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)
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)
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@ -409,7 +403,7 @@ def finetune_tab():
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dummy_ft_true = gr.Label(value=True, visible=False)
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dummy_ft_true = gr.Label(value=True, visible=False)
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dummy_ft_false = gr.Label(value=False, visible=False)
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dummy_ft_false = gr.Label(value=False, visible=False)
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gr.Markdown(
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gr.Markdown(
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'Enter kohya finetuner parameter using this interface.'
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'Enter kohya finetune training parameter using this interface.'
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)
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)
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with gr.Accordion('Configuration File Load/Save', open=False):
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with gr.Accordion('Configuration File Load/Save', open=False):
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with gr.Row():
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with gr.Row():
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@ -632,16 +626,14 @@ def finetune_tab():
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create_buckets = gr.Checkbox(
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create_buckets = gr.Checkbox(
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label='Generate image buckets', value=True
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label='Generate image buckets', value=True
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)
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)
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train = gr.Checkbox(label='Train model', value=True)
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button_run = gr.Button('Run')
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button_run = gr.Button('Train model')
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button_run.click(
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button_run.click(
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train_model,
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train_model,
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inputs=[
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inputs=[
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create_caption,
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create_caption,
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create_buckets,
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create_buckets,
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train,
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pretrained_model_name_or_path_input,
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pretrained_model_name_or_path_input,
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v2_input,
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v2_input,
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v_parameterization_input,
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v_parameterization_input,
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@ -693,7 +685,6 @@ def finetune_tab():
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train_text_encoder_input,
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train_text_encoder_input,
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create_buckets,
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create_buckets,
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create_caption,
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create_caption,
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train,
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save_model_as_dropdown,
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save_model_as_dropdown,
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caption_extention_input,
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caption_extention_input,
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],
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],
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@ -721,7 +712,6 @@ def finetune_tab():
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train_text_encoder_input,
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train_text_encoder_input,
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create_buckets,
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create_buckets,
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create_caption,
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create_caption,
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train,
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save_model_as_dropdown,
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save_model_as_dropdown,
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caption_extention_input,
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caption_extention_input,
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],
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],
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@ -754,7 +744,6 @@ def finetune_tab():
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train_text_encoder_input,
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train_text_encoder_input,
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create_buckets,
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create_buckets,
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create_caption,
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create_caption,
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train,
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save_model_as_dropdown,
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save_model_as_dropdown,
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caption_extention_input,
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caption_extention_input,
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],
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],
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@ -788,7 +777,6 @@ def finetune_tab():
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train_text_encoder_input,
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train_text_encoder_input,
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create_buckets,
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create_buckets,
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create_caption,
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create_caption,
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train,
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save_model_as_dropdown,
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save_model_as_dropdown,
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caption_extention_input,
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caption_extention_input,
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],
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],
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1
utilities.cmd
Normal file
1
utilities.cmd
Normal file
@ -0,0 +1 @@
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.\venv\Scripts\python.exe library\utilities.py
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