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import gradio as gr
import os
import re
from modules import sd_models, shared
from tqdm import tqdm
try:
from modules import hashes
from modules.sd_models import CheckpointInfo
except:
pass
from scripts.mbw_each.merge_block_weighted_mod import merge
from scripts.mbw_util.preset_weights import PresetWeights
from scripts.mbw_util.merge_history import MergeHistory
presetWeights = PresetWeights()
mergeHistory = MergeHistory()
def on_ui_tabs():
with gr.Column():
with gr.Row():
with gr.Column(variant="panel"):
with gr.Row():
txt_multi_process_cmd = gr.TextArea(label="Multi Proc Cmd", placeholder="Keep empty if dont use.")
html_output_block_weight_info = gr.HTML()
with gr.Row():
btn_do_merge_block_weighted = gr.Button(value="Run Merge", variant="primary")
btn_clear_weighted = gr.Button(value="Clear values")
btn_reload_checkpoint_mbw = gr.Button(value="Reload checkpoint")
with gr.Column():
dd_preset_weight = gr.Dropdown(label="Preset_Weights", choices=presetWeights.get_preset_name_list())
txt_block_weight = gr.Text(label="Weight_values", placeholder="Put weight sets. float number x 25")
btn_apply_block_weithg_from_txt = gr.Button(value="Apply block weight from text", variant="primary")
with gr.Row():
sl_base_alpha = gr.Slider(label="base_alpha", minimum=0, maximum=1, step=0.01, value=0)
chk_verbose_mbw = gr.Checkbox(label="verbose console output", value=False)
chk_allow_overwrite = gr.Checkbox(label="Allow overwrite output-model", value=False)
with gr.Row():
with gr.Column(scale=3):
with gr.Row():
chk_save_as_half = gr.Checkbox(label="Save as half", value=False)
chk_save_as_safetensors = gr.Checkbox(label="Save as safetensors", value=False)
with gr.Column(scale=4):
radio_position_ids = gr.Radio(label="Skip/Reset CLIP position_ids", choices=["None", "Skip", "Force Reset"], value="None", type="index")
with gr.Row():
dd_model_A = gr.Dropdown(label="Model_A", choices=sd_models.checkpoint_tiles())
dd_model_B = gr.Dropdown(label="Model_B", choices=sd_models.checkpoint_tiles())
txt_model_O = gr.Text(label="(O)Output Model Name")
with gr.Row():
with gr.Column():
sl_IN_A_00 = gr.Slider(label="IN_A_00", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_00")
sl_IN_A_01 = gr.Slider(label="IN_A_01", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_01")
sl_IN_A_02 = gr.Slider(label="IN_A_02", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_02")
sl_IN_A_03 = gr.Slider(label="IN_A_03", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_03")
sl_IN_A_04 = gr.Slider(label="IN_A_04", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_04")
sl_IN_A_05 = gr.Slider(label="IN_A_05", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_05")
sl_IN_A_06 = gr.Slider(label="IN_A_06", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_06")
sl_IN_A_07 = gr.Slider(label="IN_A_07", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_07")
sl_IN_A_08 = gr.Slider(label="IN_A_08", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_08")
sl_IN_A_09 = gr.Slider(label="IN_A_09", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_09")
sl_IN_A_10 = gr.Slider(label="IN_A_10", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_10")
sl_IN_A_11 = gr.Slider(label="IN_A_11", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_A_11")
with gr.Column():
sl_IN_B_00 = gr.Slider(label="IN_B_00", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_00")
sl_IN_B_01 = gr.Slider(label="IN_B_01", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_01")
sl_IN_B_02 = gr.Slider(label="IN_B_02", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_02")
sl_IN_B_03 = gr.Slider(label="IN_B_03", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_03")
sl_IN_B_04 = gr.Slider(label="IN_B_04", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_04")
sl_IN_B_05 = gr.Slider(label="IN_B_05", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_05")
sl_IN_B_06 = gr.Slider(label="IN_B_06", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_06")
sl_IN_B_07 = gr.Slider(label="IN_B_07", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_07")
sl_IN_B_08 = gr.Slider(label="IN_B_08", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_08")
sl_IN_B_09 = gr.Slider(label="IN_B_09", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_09")
sl_IN_B_10 = gr.Slider(label="IN_B_10", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_10")
sl_IN_B_11 = gr.Slider(label="IN_B_11", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_IN_B_11")
with gr.Column():
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
sl_M_A_00 = gr.Slider(label="M_A_00", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_M_A_00")
with gr.Column():
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
gr.Slider(visible=False)
sl_M_B_00 = gr.Slider(label="M_B_00", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_M_B_00")
with gr.Column():
sl_OUT_A_11 = gr.Slider(label="OUT_A_11", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_11")
sl_OUT_A_10 = gr.Slider(label="OUT_A_10", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_10")
sl_OUT_A_09 = gr.Slider(label="OUT_A_09", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_09")
sl_OUT_A_08 = gr.Slider(label="OUT_A_08", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_08")
sl_OUT_A_07 = gr.Slider(label="OUT_A_07", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_07")
sl_OUT_A_06 = gr.Slider(label="OUT_A_06", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_06")
sl_OUT_A_05 = gr.Slider(label="OUT_A_05", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_05")
sl_OUT_A_04 = gr.Slider(label="OUT_A_04", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_04")
sl_OUT_A_03 = gr.Slider(label="OUT_A_03", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_03")
sl_OUT_A_02 = gr.Slider(label="OUT_A_02", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_02")
sl_OUT_A_01 = gr.Slider(label="OUT_A_01", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_01")
sl_OUT_A_00 = gr.Slider(label="OUT_A_00", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_A_00")
with gr.Column():
sl_OUT_B_11 = gr.Slider(label="OUT_B_11", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_11")
sl_OUT_B_10 = gr.Slider(label="OUT_B_10", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_10")
sl_OUT_B_09 = gr.Slider(label="OUT_B_09", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_09")
sl_OUT_B_08 = gr.Slider(label="OUT_B_08", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_08")
sl_OUT_B_07 = gr.Slider(label="OUT_B_07", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_07")
sl_OUT_B_06 = gr.Slider(label="OUT_B_06", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_06")
sl_OUT_B_05 = gr.Slider(label="OUT_B_05", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_05")
sl_OUT_B_04 = gr.Slider(label="OUT_B_04", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_04")
sl_OUT_B_03 = gr.Slider(label="OUT_B_03", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_03")
sl_OUT_B_02 = gr.Slider(label="OUT_B_02", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_02")
sl_OUT_B_01 = gr.Slider(label="OUT_B_01", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_01")
sl_OUT_B_00 = gr.Slider(label="OUT_B_00", minimum=0, maximum=1, step=0.01, value=0.5, elem_id="sl_OUT_B_00")
# Footer
gr.HTML(
"""
<p style="font-size: 12px" align="right">
<b>Merge Block Weighted</b> extension by <a href="https://github.com/bbc-mc" target="_blank">bbc_mc</a><br />
<b>MBW Each</b> is experimental functions and <b>NO PROOF</b> of effectiveness.<br />
You can try it by own, to dig more deeper into Abyss ...<br />
</p>
"""
)
sl_A_IN = [
sl_IN_A_00, sl_IN_A_01, sl_IN_A_02, sl_IN_A_03, sl_IN_A_04, sl_IN_A_05,
sl_IN_A_06, sl_IN_A_07, sl_IN_A_08, sl_IN_A_09, sl_IN_A_10, sl_IN_A_11]
sl_A_MID = [sl_M_A_00]
sl_A_OUT = [
sl_OUT_A_00, sl_OUT_A_01, sl_OUT_A_02, sl_OUT_A_03, sl_OUT_A_04, sl_OUT_A_05,
sl_OUT_A_06, sl_OUT_A_07, sl_OUT_A_08, sl_OUT_A_09, sl_OUT_A_10, sl_OUT_A_11]
sl_B_IN = [
sl_IN_B_00, sl_IN_B_01, sl_IN_B_02, sl_IN_B_03, sl_IN_B_04, sl_IN_B_05,
sl_IN_B_06, sl_IN_B_07, sl_IN_B_08, sl_IN_B_09, sl_IN_B_10, sl_IN_B_11]
sl_B_MID = [sl_M_B_00]
sl_B_OUT = [
sl_OUT_B_00, sl_OUT_B_01, sl_OUT_B_02, sl_OUT_B_03, sl_OUT_B_04, sl_OUT_B_05,
sl_OUT_B_06, sl_OUT_B_07, sl_OUT_B_08, sl_OUT_B_09, sl_OUT_B_10, sl_OUT_B_11]
# Events
def onclick_btn_do_merge_block_weighted(
dd_model_A, dd_model_B, txt_multi_process_cmd,
sl_IN_A_00, sl_IN_A_01, sl_IN_A_02, sl_IN_A_03, sl_IN_A_04, sl_IN_A_05,
sl_IN_A_06, sl_IN_A_07, sl_IN_A_08, sl_IN_A_09, sl_IN_A_10, sl_IN_A_11,
sl_M_A_00,
sl_OUT_A_00, sl_OUT_A_01, sl_OUT_A_02, sl_OUT_A_03, sl_OUT_A_04, sl_OUT_A_05,
sl_OUT_A_06, sl_OUT_A_07, sl_OUT_A_08, sl_OUT_A_09, sl_OUT_A_10, sl_OUT_A_11,
sl_IN_B_00, sl_IN_B_01, sl_IN_B_02, sl_IN_B_03, sl_IN_B_04, sl_IN_B_05,
sl_IN_B_06, sl_IN_B_07, sl_IN_B_08, sl_IN_B_09, sl_IN_B_10, sl_IN_B_11,
sl_M_B_00,
sl_OUT_B_00, sl_OUT_B_01, sl_OUT_B_02, sl_OUT_B_03, sl_OUT_B_04, sl_OUT_B_05,
sl_OUT_B_06, sl_OUT_B_07, sl_OUT_B_08, sl_OUT_B_09, sl_OUT_B_10, sl_OUT_B_11,
txt_model_O, sl_base_alpha, chk_verbose_mbw, chk_allow_overwrite,
chk_save_as_safetensors, chk_save_as_half,
radio_position_ids
):
base_alpha = sl_base_alpha
_weight_A = ",".join(
[str(x) for x in [
sl_IN_A_00, sl_IN_A_01, sl_IN_A_02, sl_IN_A_03, sl_IN_A_04, sl_IN_A_05,
sl_IN_A_06, sl_IN_A_07, sl_IN_A_08, sl_IN_A_09, sl_IN_A_10, sl_IN_A_11,
sl_M_A_00,
sl_OUT_A_00, sl_OUT_A_01, sl_OUT_A_02, sl_OUT_A_03, sl_OUT_A_04, sl_OUT_A_05,
sl_OUT_A_06, sl_OUT_A_07, sl_OUT_A_08, sl_OUT_A_09, sl_OUT_A_10, sl_OUT_A_11,
]])
_weight_B = ",".join(
[str(x) for x in [
sl_IN_B_00, sl_IN_B_01, sl_IN_B_02, sl_IN_B_03, sl_IN_B_04, sl_IN_B_05,
sl_IN_B_06, sl_IN_B_07, sl_IN_B_08, sl_IN_B_09, sl_IN_B_10, sl_IN_B_11,
sl_M_B_00,
sl_OUT_B_00, sl_OUT_B_01, sl_OUT_B_02, sl_OUT_B_03, sl_OUT_B_04, sl_OUT_B_05,
sl_OUT_B_06, sl_OUT_B_07, sl_OUT_B_08, sl_OUT_B_09, sl_OUT_B_10, sl_OUT_B_11,
]])
# debug output
print( "#### Merge Block Weighted : Each ####")
if (not dd_model_A or not dd_model_B) and txt_multi_process_cmd == "":
_err_msg = f"ERROR: model not found. [{dd_model_A}][{dd_model_B}]"
print(_err_msg)
return gr.update(value=_err_msg)
ret_html = ""
if txt_multi_process_cmd != "":
# need multi-merge
_lines = txt_multi_process_cmd.split('\n')
print(f"check multi-merge. {len(_lines)} lines found.")
for line_index, _line in enumerate(_lines):
if _line == "":
continue
print(f"\n== merge line {line_index+1}/{len(_lines)} ==")
_items = [x.strip() for x in _line.split(",") if x != ""]
if len(_items) > 0:
ret_html += _run_merge(
weight_A=_weight_A, weight_B=_weight_B, model_0=dd_model_A, model_1=dd_model_B,
allow_overwrite=chk_allow_overwrite, base_alpha=base_alpha, model_Output=txt_model_O,
verbose=chk_verbose_mbw,
params=_items,
save_as_safetensors=chk_save_as_safetensors,
save_as_half=chk_save_as_half,
skip_position_ids=radio_position_ids
)
else:
_ret = f" multi-merge text found, but invalid params. skipped :[{_line}]"
ret_html += _ret
print(_ret)
else:
# normal merge
ret_html += _run_merge(
weight_A=_weight_A, weight_B=_weight_B, model_0=dd_model_A, model_1=dd_model_B,
allow_overwrite=chk_allow_overwrite, base_alpha=base_alpha, model_Output=txt_model_O,
verbose=chk_verbose_mbw,
save_as_safetensors=chk_save_as_safetensors,
save_as_half=chk_save_as_half,
skip_position_ids=radio_position_ids
)
sd_models.list_models()
print( "#### All merge process done. ####")
return gr.update(value=f"{ret_html}")
btn_do_merge_block_weighted.click(
fn=onclick_btn_do_merge_block_weighted,
inputs=[dd_model_A, dd_model_B, txt_multi_process_cmd]
+ sl_A_IN + sl_A_MID + sl_A_OUT + sl_B_IN + sl_B_MID + sl_B_OUT
+ [txt_model_O, sl_base_alpha, chk_verbose_mbw, chk_allow_overwrite]
+ [chk_save_as_safetensors, chk_save_as_half, radio_position_ids],
outputs=[html_output_block_weight_info]
)
def _run_merge(weight_A, weight_B, model_0, model_1, allow_overwrite=False, base_alpha=0,
model_Output="", verbose=False, params=[],
save_as_safetensors=False,
save_as_half=False,
skip_position_ids=0,
):
def validate_output_filename(output_filename, save_as_safetensors=False, save_as_half=False):
output_filename = re.sub(r'[\\|:|?|"|<|>|\|\*]', '-', output_filename)
filename_body, filename_ext = os.path.splitext(output_filename)
_ret = output_filename
_footer = "-half" if save_as_half else ""
if filename_ext in [".safetensors", ".ckpt"]:
_ret = f"{filename_body}{_footer}{filename_ext}"
elif save_as_safetensors:
_ret = f"{output_filename}{_footer}.safetensors"
else:
_ret = f"{output_filename}{_footer}.ckpt"
return _ret
model_O = ""
if params and len(params) > 0:
for _item in params:
# expect "O=merge/test02, IN_B_00 = 0.12345" as params=["O=merge/test02", "IN_B_00 = 0.12345"]
if len(_item.split("=")) == 2:
_item_l = _item.split("=")[0].strip()
_item_r = _item.split("=")[1].strip()
if _item_r != "":
if _item_l.lower() == "model_a" or _item_l.lower() == "model_b":
_model_info = sd_models.get_closet_checkpoint_match(_item_r)
if _model_info:
_model_name = _model_info.title.split(" ")[0]
if _model_name and _model_name.strip() != "":
if _item_l.lower() == "model_a":
print(f" * Model changed: {model_0} -> {_model_info.title}")
model_0 = _model_info.title
elif _item_l.lower() == "model_b":
print(f" * Model changed: {model_1} -> {_model_info.title}")
model_1 = _model_info.title
elif _item_l.lower() == "preset_weights":
_weights = presetWeights.find_weight_by_name(_item_r)
if _weights != "" and len(_weights.split(',')) == 25:
print(f" * Weights changed by preset-name: {_item_r}")
weight_B = _weights
weight_A = ",".join([str(1-float(x)) for x in _weights.split(',')])
else:
print(f" * Weights change :canceled: [{_item_r}][{_weights}][{len(_weights.split(','))}]")
elif _item_l.lower() == "weight_values":
_weights = _item_r.strip()
if _weights != "" and len(_weights.split(' ')) == 25: # this is work-around to use space as separator. Double-meaning issue on commna which already used as value separator and weights separator.
print(f" * Weights changed: {_item_r}")
weight_B = _weights
weight_A = ",".join([str(1-float(x)) for x in _weights.split(' ')])
else:
print(f" * Weights change :canceled: [{_item_r}][{_weights}][{len(_weights.split(','))}]")
elif _item_l.lower() == "base_alpha":
if float(_item_r) >= 0:
print(f" * base_alpha changed: {base_alpha} -> {_item_r}")
base_alpha = float(_item_r)
elif _item_l.upper() == "O":
if _item_r.strip() != "":
_ret = validate_output_filename(_item_r.strip(), save_as_safetensors=save_as_safetensors, save_as_half=save_as_half)
print(f" * Output filename changed:[{model_O}] -> [{_ret}]")
model_O = _ret
elif len(_item_l.split("_")) == 3:
_IMO = _item_l.split("_")[0]
_AB = _item_l.split("_")[1]
_NUM = _item_l.split("_")[2]
_index = int(_NUM)
_index = _index + 0 if _IMO == "IN" else _index
_index = _index + 12 if _IMO == "M" else _index
_index = _index + 13 if _IMO == "OUT" else _index
def _apply_val(key, weight, index, new_value):
_weight = [x.strip() for x in weight.split(",")]
_new_weight = _weight[:]
_new_weight[index] = new_value
_new_weight = ",".join(_new_weight)
print(f" * weight_{key} changed:[{weight}]")
print(f" -> [{_new_weight}]")
return _new_weight
if _AB == "A":
weight_A = _apply_val(_AB, weight_A, _index, _item_r)
elif _AB == "B":
weight_B = _apply_val(_AB, weight_B, _index, _item_r)
else:
print(f" * Waring: uncaught param found. ignored. [{_item_l}][{_item_r}]")
#
# Prepare params before run merge
#
# generate output file name from param
model_A_info = sd_models.get_closet_checkpoint_match(model_0)
_model_A_name = "" if not model_A_info else model_A_info.filename
model_B_info = sd_models.get_closet_checkpoint_match(model_1)
_model_B_name = "" if not model_B_info else model_B_info.filename
if model_O == "":
_a = os.path.splitext(os.path.basename(_model_A_name))[0]
_b = os.path.splitext(os.path.basename(_model_B_name))[0]
model_O = f"bw-merge-{_a}-{_b}-{base_alpha}" if model_Output == "" else model_Output
model_O = validate_output_filename(model_O, save_as_safetensors=save_as_safetensors, save_as_half=save_as_half)
output_file = os.path.join(shared.cmd_opts.ckpt_dir or sd_models.model_path, model_O)
#
# Check params
#
if not os.path.exists(os.path.dirname(output_file)):
_err_msg = f"WARNING: target path not found: {os.path.dirname(output_file)}. skipped."
print(_err_msg)
return _err_msg + "<br />"
if not allow_overwrite:
if os.path.exists(output_file):
_err_msg = f"WARNING: output_file already exists. overwrite not allowed. skipped."
print(_err_msg)
return _err_msg + "<br />"
# debug output
print(f" model_0 : {model_0}")
print(f" model_1 : {model_1}")
print(f" model_Out : {model_O}")
print(f" base_alpha : {base_alpha}")
print(f" output_file: {output_file}")
print(f" weight_A : {weight_A}")
print(f" weight_B : {weight_B}")
print(f" half : {save_as_half}")
print(f" skip ids : {skip_position_ids} : 0:None, 1:Skip, 2:Reset")
result, ret_message = merge(
weight_A=weight_A, weight_B=weight_B, model_0=model_0, model_1=model_1,
allow_overwrite=allow_overwrite, base_alpha=base_alpha, output_file=output_file,
verbose=verbose,
save_as_safetensors=save_as_safetensors,
save_as_half=save_as_half,
skip_position_ids=skip_position_ids,
)
if result:
ret_html = f"merged. {model_0} + {model_1} = {model_O} <br>"
print("merged.")
else:
ret_html = ret_message
print("merge failed.")
# save log to history.tsv
sd_models.list_models()
model_A_info = sd_models.get_closet_checkpoint_match(model_0)
model_B_info = sd_models.get_closet_checkpoint_match(model_1)
model_O_info = sd_models.get_closet_checkpoint_match(os.path.basename(output_file))
if hasattr(model_O_info, "sha256") and model_O_info.sha256 is None:
model_O_info:CheckpointInfo = model_O_info
model_O_info.sha256 = hashes.sha256(model_O_info.filename, "checkpoint/" + model_O_info.title)
_names = presetWeights.find_names_by_weight(weight_B)
if _names and len(_names) > 0:
weight_name = _names[0]
else:
weight_name = ""
def model_name(model_info):
return model_info.name if hasattr(model_info, "name") else model_info.title
def model_sha256(model_info):
return model_info.sha256 if hasattr(model_info, "sha256") else ""
mergeHistory.add_history(
model_name(model_A_info),
model_A_info.hash,
model_sha256(model_A_info),
model_name(model_B_info),
model_B_info.hash,
model_sha256(model_B_info),
model_name(model_O_info),
model_O_info.hash,
model_sha256(model_O_info),
base_alpha,
weight_A,
weight_B,
weight_name
)
return ret_html
btn_clear_weighted.click(
fn=lambda: [gr.update(value=0.5) for _ in range(25*2)],
inputs=[],
outputs=[
sl_IN_A_00, sl_IN_A_01, sl_IN_A_02, sl_IN_A_03, sl_IN_A_04, sl_IN_A_05,
sl_IN_A_06, sl_IN_A_07, sl_IN_A_08, sl_IN_A_09, sl_IN_A_10, sl_IN_A_11,
sl_M_A_00,
sl_OUT_A_00, sl_OUT_A_01, sl_OUT_A_02, sl_OUT_A_03, sl_OUT_A_04, sl_OUT_A_05,
sl_OUT_A_06, sl_OUT_A_07, sl_OUT_A_08, sl_OUT_A_09, sl_OUT_A_10, sl_OUT_A_11,
sl_IN_B_00, sl_IN_B_01, sl_IN_B_02, sl_IN_B_03, sl_IN_B_04, sl_IN_B_05,
sl_IN_B_06, sl_IN_B_07, sl_IN_B_08, sl_IN_B_09, sl_IN_B_10, sl_IN_B_11,
sl_M_B_00,
sl_OUT_B_00, sl_OUT_B_01, sl_OUT_B_02, sl_OUT_B_03, sl_OUT_B_04, sl_OUT_B_05,
sl_OUT_B_06, sl_OUT_B_07, sl_OUT_B_08, sl_OUT_B_09, sl_OUT_B_10, sl_OUT_B_11,
]
)
def on_change_dd_preset_weight(dd_preset_weight):
_weights = presetWeights.find_weight_by_name(dd_preset_weight)
_ret = on_btn_apply_block_weight_from_txt(_weights)
return [gr.update(value=_weights)] + _ret
dd_preset_weight.change(
fn=on_change_dd_preset_weight,
inputs=[dd_preset_weight],
outputs=[
txt_block_weight,
sl_IN_A_00, sl_IN_A_01, sl_IN_A_02, sl_IN_A_03, sl_IN_A_04, sl_IN_A_05,
sl_IN_A_06, sl_IN_A_07, sl_IN_A_08, sl_IN_A_09, sl_IN_A_10, sl_IN_A_11,
sl_M_A_00,
sl_OUT_A_00, sl_OUT_A_01, sl_OUT_A_02, sl_OUT_A_03, sl_OUT_A_04, sl_OUT_A_05,
sl_OUT_A_06, sl_OUT_A_07, sl_OUT_A_08, sl_OUT_A_09, sl_OUT_A_10, sl_OUT_A_11,
sl_IN_B_00, sl_IN_B_01, sl_IN_B_02, sl_IN_B_03, sl_IN_B_04, sl_IN_B_05,
sl_IN_B_06, sl_IN_B_07, sl_IN_B_08, sl_IN_B_09, sl_IN_B_10, sl_IN_B_11,
sl_M_B_00,
sl_OUT_B_00, sl_OUT_B_01, sl_OUT_B_02, sl_OUT_B_03, sl_OUT_B_04, sl_OUT_B_05,
sl_OUT_B_06, sl_OUT_B_07, sl_OUT_B_08, sl_OUT_B_09, sl_OUT_B_10, sl_OUT_B_11,
]
)
def on_btn_reload_checkpoint_mbw():
sd_models.list_models()
return [gr.update(choices=sd_models.checkpoint_tiles()), gr.update(choices=sd_models.checkpoint_tiles())]
btn_reload_checkpoint_mbw.click(
fn=on_btn_reload_checkpoint_mbw,
inputs=[],
outputs=[dd_model_A, dd_model_B]
)
def on_btn_apply_block_weight_from_txt(txt_block_weight):
if not txt_block_weight or txt_block_weight == "":
return [gr.update() for _ in range(25*2)]
_list = [x.strip() for x in txt_block_weight.split(",")]
if(len(_list) != 25):
return [gr.update() for _ in range(25*2)]
return [gr.update(value=str(1-float(x))) for x in _list] + [gr.update(value=x) for x in _list]
btn_apply_block_weithg_from_txt.click(
fn=on_btn_apply_block_weight_from_txt,
inputs=[txt_block_weight],
outputs=[
sl_IN_A_00, sl_IN_A_01, sl_IN_A_02, sl_IN_A_03, sl_IN_A_04, sl_IN_A_05,
sl_IN_A_06, sl_IN_A_07, sl_IN_A_08, sl_IN_A_09, sl_IN_A_10, sl_IN_A_11,
sl_M_A_00,
sl_OUT_A_00, sl_OUT_A_01, sl_OUT_A_02, sl_OUT_A_03, sl_OUT_A_04, sl_OUT_A_05,
sl_OUT_A_06, sl_OUT_A_07, sl_OUT_A_08, sl_OUT_A_09, sl_OUT_A_10, sl_OUT_A_11,
sl_IN_B_00, sl_IN_B_01, sl_IN_B_02, sl_IN_B_03, sl_IN_B_04, sl_IN_B_05,
sl_IN_B_06, sl_IN_B_07, sl_IN_B_08, sl_IN_B_09, sl_IN_B_10, sl_IN_B_11,
sl_M_B_00,
sl_OUT_B_00, sl_OUT_B_01, sl_OUT_B_02, sl_OUT_B_03, sl_OUT_B_04, sl_OUT_B_05,
sl_OUT_B_06, sl_OUT_B_07, sl_OUT_B_08, sl_OUT_B_09, sl_OUT_B_10, sl_OUT_B_11,
]
)
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