move checkpoint merger UI to its own file
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AUTOMATIC1111
parent
0042954490
commit
6d3a0c9506
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@ -12,7 +12,7 @@ import numpy as np
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from PIL import Image, PngImagePlugin # noqa: F401
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from modules.call_queue import wrap_gradio_gpu_call, wrap_queued_call, wrap_gradio_call
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from modules import sd_hijack, sd_models, script_callbacks, ui_extensions, deepbooru, sd_vae, extra_networks, ui_common, ui_postprocessing, progress, ui_loadsave, errors, shared_items, ui_settings, timer, sysinfo
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from modules import sd_hijack, sd_models, script_callbacks, ui_extensions, deepbooru, extra_networks, ui_common, ui_postprocessing, progress, ui_loadsave, errors, shared_items, ui_settings, timer, sysinfo, ui_checkpoint_merger
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from modules.ui_components import FormRow, FormGroup, ToolButton, FormHTML
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from modules.paths import script_path
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from modules.ui_common import create_refresh_button
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@ -1083,58 +1083,7 @@ def create_ui():
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outputs=[html, generation_info, html2],
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)
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def update_interp_description(value):
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interp_description_css = "<p style='margin-bottom: 2.5em'>{}</p>"
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interp_descriptions = {
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"No interpolation": interp_description_css.format("No interpolation will be used. Requires one model; A. Allows for format conversion and VAE baking."),
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"Weighted sum": interp_description_css.format("A weighted sum will be used for interpolation. Requires two models; A and B. The result is calculated as A * (1 - M) + B * M"),
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"Add difference": interp_description_css.format("The difference between the last two models will be added to the first. Requires three models; A, B and C. The result is calculated as A + (B - C) * M")
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}
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return interp_descriptions[value]
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with gr.Blocks(analytics_enabled=False) as modelmerger_interface:
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with gr.Row().style(equal_height=False):
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with gr.Column(variant='compact'):
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interp_description = gr.HTML(value=update_interp_description("Weighted sum"), elem_id="modelmerger_interp_description")
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with FormRow(elem_id="modelmerger_models"):
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primary_model_name = gr.Dropdown(modules.sd_models.checkpoint_tiles(), elem_id="modelmerger_primary_model_name", label="Primary model (A)")
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create_refresh_button(primary_model_name, modules.sd_models.list_models, lambda: {"choices": modules.sd_models.checkpoint_tiles()}, "refresh_checkpoint_A")
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secondary_model_name = gr.Dropdown(modules.sd_models.checkpoint_tiles(), elem_id="modelmerger_secondary_model_name", label="Secondary model (B)")
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create_refresh_button(secondary_model_name, modules.sd_models.list_models, lambda: {"choices": modules.sd_models.checkpoint_tiles()}, "refresh_checkpoint_B")
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tertiary_model_name = gr.Dropdown(modules.sd_models.checkpoint_tiles(), elem_id="modelmerger_tertiary_model_name", label="Tertiary model (C)")
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create_refresh_button(tertiary_model_name, modules.sd_models.list_models, lambda: {"choices": modules.sd_models.checkpoint_tiles()}, "refresh_checkpoint_C")
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custom_name = gr.Textbox(label="Custom Name (Optional)", elem_id="modelmerger_custom_name")
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interp_amount = gr.Slider(minimum=0.0, maximum=1.0, step=0.05, label='Multiplier (M) - set to 0 to get model A', value=0.3, elem_id="modelmerger_interp_amount")
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interp_method = gr.Radio(choices=["No interpolation", "Weighted sum", "Add difference"], value="Weighted sum", label="Interpolation Method", elem_id="modelmerger_interp_method")
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interp_method.change(fn=update_interp_description, inputs=[interp_method], outputs=[interp_description])
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with FormRow():
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checkpoint_format = gr.Radio(choices=["ckpt", "safetensors"], value="safetensors", label="Checkpoint format", elem_id="modelmerger_checkpoint_format")
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save_as_half = gr.Checkbox(value=False, label="Save as float16", elem_id="modelmerger_save_as_half")
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save_metadata = gr.Checkbox(value=True, label="Save metadata (.safetensors only)", elem_id="modelmerger_save_metadata")
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with FormRow():
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with gr.Column():
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config_source = gr.Radio(choices=["A, B or C", "B", "C", "Don't"], value="A, B or C", label="Copy config from", type="index", elem_id="modelmerger_config_method")
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with gr.Column():
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with FormRow():
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bake_in_vae = gr.Dropdown(choices=["None"] + list(sd_vae.vae_dict), value="None", label="Bake in VAE", elem_id="modelmerger_bake_in_vae")
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create_refresh_button(bake_in_vae, sd_vae.refresh_vae_list, lambda: {"choices": ["None"] + list(sd_vae.vae_dict)}, "modelmerger_refresh_bake_in_vae")
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with FormRow():
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discard_weights = gr.Textbox(value="", label="Discard weights with matching name", elem_id="modelmerger_discard_weights")
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with gr.Row():
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modelmerger_merge = gr.Button(elem_id="modelmerger_merge", value="Merge", variant='primary')
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with gr.Column(variant='compact', elem_id="modelmerger_results_container"):
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with gr.Group(elem_id="modelmerger_results_panel"):
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modelmerger_result = gr.HTML(elem_id="modelmerger_result", show_label=False)
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modelmerger_ui = ui_checkpoint_merger.UiCheckpointMerger()
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with gr.Blocks(analytics_enabled=False) as train_interface:
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with gr.Row().style(equal_height=False):
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@ -1464,7 +1413,7 @@ def create_ui():
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(img2img_interface, "img2img", "img2img"),
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(extras_interface, "Extras", "extras"),
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(pnginfo_interface, "PNG Info", "pnginfo"),
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(modelmerger_interface, "Checkpoint Merger", "modelmerger"),
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(modelmerger_ui.blocks, "Checkpoint Merger", "modelmerger"),
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(train_interface, "Train", "train"),
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]
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@ -1516,49 +1465,11 @@ def create_ui():
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settings.text_settings.change(fn=update_image_cfg_scale_visibility, inputs=[], outputs=[image_cfg_scale])
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demo.load(fn=update_image_cfg_scale_visibility, inputs=[], outputs=[image_cfg_scale])
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def modelmerger(*args):
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try:
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results = modules.extras.run_modelmerger(*args)
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except Exception as e:
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errors.report("Error loading/saving model file", exc_info=True)
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modules.sd_models.list_models() # to remove the potentially missing models from the list
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return [*[gr.Dropdown.update(choices=modules.sd_models.checkpoint_tiles()) for _ in range(4)], f"Error merging checkpoints: {e}"]
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return results
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modelmerger_merge.click(fn=lambda: '', inputs=[], outputs=[modelmerger_result])
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modelmerger_merge.click(
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fn=wrap_gradio_gpu_call(modelmerger, extra_outputs=lambda: [gr.update() for _ in range(4)]),
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_js='modelmerger',
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inputs=[
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dummy_component,
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primary_model_name,
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secondary_model_name,
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tertiary_model_name,
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interp_method,
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interp_amount,
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save_as_half,
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custom_name,
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checkpoint_format,
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config_source,
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bake_in_vae,
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discard_weights,
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save_metadata,
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],
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outputs=[
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primary_model_name,
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secondary_model_name,
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tertiary_model_name,
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settings.component_dict['sd_model_checkpoint'],
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modelmerger_result,
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]
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)
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modelmerger_ui.setup_ui(dummy_component=dummy_component, sd_model_checkpoint_component=settings.component_dict['sd_model_checkpoint'])
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loadsave.dump_defaults()
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demo.ui_loadsave = loadsave
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# Required as a workaround for change() event not triggering when loading values from ui-config.json
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interp_description.value = update_interp_description(interp_method.value)
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return demo
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