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add option to discard weights in checkpoint merger UI

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AUTOMATIC
2023-01-22 10:17:12 +03:00
parent 0792fae078
commit 112416d041
2 changed files with 12 additions and 1 deletions
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9
modules/extras.py
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@@ -1,6 +1,7 @@
from __future__ import annotations
import math
import os
import re
import sys
import traceback
import shutil
@@ -285,7 +286,7 @@ def to_half(tensor, enable):
return tensor
def run_modelmerger(id_task, primary_model_name, secondary_model_name, tertiary_model_name, interp_method, multiplier, save_as_half, custom_name, checkpoint_format, config_source, bake_in_vae):
def run_modelmerger(id_task, primary_model_name, secondary_model_name, tertiary_model_name, interp_method, multiplier, save_as_half, custom_name, checkpoint_format, config_source, bake_in_vae, discard_weights):
shared.state.begin()
shared.state.job = 'model-merge'
@@ -430,6 +431,12 @@ def run_modelmerger(id_task, primary_model_name, secondary_model_name, tertiary_
for key in theta_0.keys():
theta_0[key] = to_half(theta_0[key], save_as_half)
if discard_weights:
regex = re.compile(discard_weights)
for key in list(theta_0):
if re.search(regex, key):
theta_0.pop(key, None)
ckpt_dir = shared.cmd_opts.ckpt_dir or sd_models.model_path
filename = filename_generator() if custom_name == '' else custom_name