215 lines
19 KiB
Python
215 lines
19 KiB
Python
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import gradio as gr
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from modules import sd_models
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from scripts.multimerge.recipe import S_WS, S_AD, S_SG, choise_of_method
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Variables_Output = ["__O1__", "__O2__", "__O3__", "__O4__", "__O5__", "__O6__", "__O7__", "__O8__", "__O9__", "__O10__"]
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def get_choise_of_models_with_vars(current_line=10):
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return Variables_Output[:current_line-1] + sd_models.checkpoint_tiles()
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def on_ui_tabs():
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_checkpoint_listener = []
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with gr.Tab("Multi Merge"):
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with gr.Column():
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with gr.Row():
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with gr.Column(scale=1):
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with gr.Row():
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btn_run_merge = gr.Button("Run Merge", variant="primary")
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btn_send_to_recipe = gr.Button("Send to Recipe", variant="primary")
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btn_reload_checkpoints = gr.Button("Reload Checkpoints")
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btn_clear_merge_settings = gr.Button("Clear inputs")
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with gr.Row():
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with gr.Column(scale=1):
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submit_result = gr.HTML(elem_id="modelmerger_result", show_label=False)
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with gr.Column(scale=1):
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with gr.Row():
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radio_config_source = gr.Radio(choices=["A, B or C", "B", "C", "Don't"], value="A, B or C", label="Copy config from", type="index")
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chk_skip_merge_if_exists = gr.Checkbox(label="Skip merge if same-name ckpt already exists", value=False, interactive=True)
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with gr.Row():
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with gr.Column():
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 1
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A1 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B1 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C1 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O1 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M1 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S1 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F1 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF1 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A1, B1, C1]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 2
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A2 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B2 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C2 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O2 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M2 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S2 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F2 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF2 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A2, B2, C2]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 3
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A3 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B3 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C3 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O3 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M3 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S3 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F3 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF3 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A3, B3, C3]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 4
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A4 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B4 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C4 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O4 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M4 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S4 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F4 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF4 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A4, B4, C4]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 5
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A5 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B5 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C5 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O5 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M5 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S5 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F5 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF5 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A5, B5, C5]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 6
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A6 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B6 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C6 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O6 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M6 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S6 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F6 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF6 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A6, B6, C6]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 7
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A7 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B7 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C7 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O7 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M7 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S7 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F7 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF7 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A7, B7, C7]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 8
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A8 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B8 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C8 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O8 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M8 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S8 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F8 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF8 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A8, B8, C8]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 9
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A9 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B9 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C9 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O9 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M9 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S9 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F9 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF9 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A9, B9, C9]
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with gr.Row():
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with gr.Column():
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with gr.Row(variant="panel"):
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_line_number = 10
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A10 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(A{_line_number}) Primary")
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B10 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(B{_line_number}) Secondary")
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C10 = gr.Dropdown(choices=get_choise_of_models_with_vars(_line_number), interactive=True, label=f"(C{_line_number}) Thertiary")
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O10 = gr.Textbox(label=f"(O{_line_number}) Output ckpt Name", interactive=True)
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M10 = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label=f'(M{_line_number}) Multiplier', value=0.5, interactive=True)
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S10 = gr.Dropdown(choices=choise_of_method, interactive=True, value=choise_of_method[0], label=f"(S{_line_number}) Inter-Method")
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F10 = gr.Checkbox(value=False, interactive=True, label=f"(F{_line_number}) Save as float16")
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CF10 = gr.Radio(choices=["ckpt", "safetensors"], interactive=True, value="ckpt", label=f"(CF{_line_number}) Checkpoint format")
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_checkpoint_listener += [A10, B10, C10]
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#
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# Events
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#
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def on_clear_settings():
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_ret = [
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt"),
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gr.update(value=""),gr.update(value=""),gr.update(value=""),gr.update(value=0.5),gr.update(value=S_WS),gr.update(value=False),gr.update(value=""),gr.update(value="ckpt")
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]
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return _ret
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btn_clear_merge_settings.click(
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fn=on_clear_settings,
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inputs=[],
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outputs=[
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A1, B1, C1, M1, S1, F1, O1, CF1, \
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A2, B2, C2, M2, S2, F2, O2, CF2, \
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A3, B3, C3, M3, S3, F3, O3, CF3, \
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A4, B4, C4, M4, S4, F4, O4, CF4, \
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A5, B5, C5, M5, S5, F5, O5, CF5, \
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A6, B6, C6, M6, S6, F6, O6, CF6, \
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A7, B7, C7, M7, S7, F7, O7, CF7, \
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A8, B8, C8, M8, S8, F8, O8, CF8, \
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A9, B9, C9, M9, S9, F9, O9, CF9, \
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A10,B10,C10,M10,S10,F10,O10,CF10
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]
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)
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return \
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btn_run_merge, btn_reload_checkpoints, btn_send_to_recipe, submit_result, btn_clear_merge_settings, \
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A1, B1, C1, M1, S1, F1, O1, CF1, \
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A2, B2, C2, M2, S2, F2, O2, CF2, \
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A3, B3, C3, M3, S3, F3, O3, CF3, \
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A4, B4, C4, M4, S4, F4, O4, CF4, \
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A5, B5, C5, M5, S5, F5, O5, CF5, \
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A6, B6, C6, M6, S6, F6, O6, CF6, \
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A7, B7, C7, M7, S7, F7, O7, CF7, \
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A8, B8, C8, M8, S8, F8, O8, CF8, \
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A9, B9, C9, M9, S9, F9, O9, CF9, \
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A10,B10,C10,M10,S10,F10,O10,CF10,\
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_checkpoint_listener, chk_skip_merge_if_exists, radio_config_source
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