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import argparse
import os
import torch
from diffusers.loaders import LoraLoaderMixin
from safetensors.torch import load_file
from collections import OrderedDict
import json
# this was just used to match the vae keys to the diffusers keys
# you probably wont need this. Unless they change them.... again... again
# on second thought, you probably will
device = torch.device('cpu')
dtype = torch.float32
parser = argparse.ArgumentParser()
# require at lease one config file
parser.add_argument(
'file_1',
nargs='+',
type=str,
help='Path to first safe tensor file'
)
parser.add_argument(
'file_2',
nargs='+',
type=str,
help='Path to second safe tensor file'
)
args = parser.parse_args()
find_matches = False
state_dict_file_1 = load_file(args.file_1[0])
state_dict_1_keys = list(state_dict_file_1.keys())
state_dict_file_2 = load_file(args.file_2[0])
state_dict_2_keys = list(state_dict_file_2.keys())
keys_in_both = []
keys_not_in_state_dict_2 = []
for key in state_dict_1_keys:
if key not in state_dict_2_keys:
keys_not_in_state_dict_2.append(key)
keys_not_in_state_dict_1 = []
for key in state_dict_2_keys:
if key not in state_dict_1_keys:
keys_not_in_state_dict_1.append(key)
keys_in_both = []
for key in state_dict_1_keys:
if key in state_dict_2_keys:
keys_in_both.append(key)
# sort them
keys_not_in_state_dict_2.sort()
keys_not_in_state_dict_1.sort()
keys_in_both.sort()
json_data = {
"both": keys_in_both,
"not_in_state_dict_2": keys_not_in_state_dict_2,
"not_in_state_dict_1": keys_not_in_state_dict_1
}
json_data = json.dumps(json_data, indent=4)
remaining_diffusers_values = OrderedDict()
for key in keys_not_in_state_dict_1:
remaining_diffusers_values[key] = state_dict_file_2[key]
# print(remaining_diffusers_values.keys())
remaining_ldm_values = OrderedDict()
for key in keys_not_in_state_dict_2:
remaining_ldm_values[key] = state_dict_file_1[key]
# print(json_data)
project_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
json_save_path = os.path.join(project_root, 'config', 'keys.json')
json_matched_save_path = os.path.join(project_root, 'config', 'matched.json')
json_duped_save_path = os.path.join(project_root, 'config', 'duped.json')
state_dict_1_filename = os.path.basename(args.file_1[0])
state_dict_2_filename = os.path.basename(args.file_2[0])
# save key names for each in own file
with open(os.path.join(project_root, 'config', f'{state_dict_1_filename}.json'), 'w') as f:
f.write(json.dumps(state_dict_1_keys, indent=4))
with open(os.path.join(project_root, 'config', f'{state_dict_2_filename}.json'), 'w') as f:
f.write(json.dumps(state_dict_2_keys, indent=4))
with open(json_save_path, 'w') as f:
f.write(json_data) |