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Download WD tagger models using HF's snapshot_download() #1162

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Download WD tagger models using HF's snapshot_download() #1162

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79693f0
Use snapshot_download to download the models.
liesened Mar 7, 2024
2367e8d
fix CSV_FILE
liesened Mar 7, 2024
1b4829d
remove old code
liesened Mar 7, 2024
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17 changes: 2 additions & 15 deletions finetune/tag_images_by_wd14_tagger.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
import cv2
import numpy as np
import torch
from huggingface_hub import hf_hub_download
from huggingface_hub import hf_hub_download, snapshot_download
from PIL import Image
from tqdm import tqdm

Expand Down Expand Up @@ -84,20 +84,7 @@ def main(args):
# https://github.com/toriato/stable-diffusion-webui-wd14-tagger/issues/22
if not os.path.exists(args.model_dir) or args.force_download:
logger.info(f"downloading wd14 tagger model from hf_hub. id: {args.repo_id}")
files = FILES
if args.onnx:
files += FILES_ONNX
for file in files:
hf_hub_download(args.repo_id, file, cache_dir=args.model_dir, force_download=True, force_filename=file)
for file in SUB_DIR_FILES:
hf_hub_download(
args.repo_id,
file,
subfolder=SUB_DIR,
cache_dir=os.path.join(args.model_dir, SUB_DIR),
force_download=True,
force_filename=file,
)
snapshot_download(args.repo_id, cache_dir=args.model_dir, force_download=True)
else:
logger.info("using existing wd14 tagger model")

Expand Down