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#!/usr/bin/env python3
"""
Upload MemGen to HuggingFace Hub
Usage:
python scripts/upload_to_huggingface.py --repo_id LCZZZZ/model111
"""
import os
import argparse
from pathlib import Path
from huggingface_hub import HfApi, create_repo, upload_folder
import logging
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
def create_gitignore(base_path: str):
"""Create a .gitignore file to exclude unnecessary files."""
gitignore_content = """
# Python cache
__pycache__/
*.py[cod]
*$py.class
*.so
.Python
# Virtual environments
venv/
env/
ENV/
# IDE
.vscode/
.idea/
*.swp
*.swo
# Large model files (if any)
*.bin
*.safetensors
*.pth
*.pt
*.ckpt
# Logs and outputs (optional - comment out if you want to upload)
test_output/
wandb/
*.log
# Backup files
*_backup_original/
*.backup
*.backup_no_letters
# Data caches
dataset/*/cache/
.cache/
# System files
.DS_Store
Thumbs.db
"""
gitignore_path = os.path.join(base_path, ".gitignore")
if not os.path.exists(gitignore_path):
with open(gitignore_path, 'w') as f:
f.write(gitignore_content)
logging.info(f"Created .gitignore at {gitignore_path}")
else:
logging.info(f".gitignore already exists at {gitignore_path}")
def upload_to_hf(repo_id: str, folder_path: str, create_if_not_exists: bool = True):
"""
Upload a folder to HuggingFace Hub.
Args:
repo_id: HuggingFace repository ID (e.g., "username/repo_name")
folder_path: Local folder path to upload
create_if_not_exists: Whether to create the repo if it doesn't exist
"""
api = HfApi()
# Check if repo exists, create if needed
try:
api.repo_info(repo_id=repo_id, repo_type="model")
logging.info(f"Repository {repo_id} already exists")
except Exception as e:
if create_if_not_exists:
logging.info(f"Repository {repo_id} not found, creating...")
create_repo(repo_id=repo_id, repo_type="model", exist_ok=True)
logging.info(f"Repository {repo_id} created successfully")
else:
raise Exception(f"Repository {repo_id} does not exist and create_if_not_exists=False")
# Create .gitignore to exclude unnecessary files
create_gitignore(folder_path)
# Upload folder
logging.info(f"Uploading {folder_path} to {repo_id}...")
logging.info("This may take a while depending on the size...")
try:
result = upload_folder(
repo_id=repo_id,
folder_path=folder_path,
repo_type="model",
commit_message="Upload MemGen code and data",
ignore_patterns=[
"*.pyc",
"__pycache__",
".git",
"*.log",
"test_output/*",
"wandb/*",
"*_backup_original/*",
"*.backup",
"*.backup_no_letters",
".cache/*",
]
)
logging.info(f"✓ Upload completed successfully!")
logging.info(f"Repository URL: https://huggingface.co/{repo_id}")
return result
except Exception as e:
logging.error(f"Upload failed: {e}")
raise
def main():
parser = argparse.ArgumentParser(description="Upload MemGen to HuggingFace Hub")
parser.add_argument(
"--repo_id",
type=str,
default="LCZZZZ/model111",
help="HuggingFace repository ID (e.g., 'username/repo_name')"
)
parser.add_argument(
"--folder_path",
type=str,
default="/root/CVPR/MemGen",
help="Local folder path to upload"
)
parser.add_argument(
"--no-create",
action="store_true",
help="Don't create repository if it doesn't exist"
)
args = parser.parse_args()
if not os.path.exists(args.folder_path):
logging.error(f"Folder not found: {args.folder_path}")
return
print("=" * 80)
print("Upload to HuggingFace Hub")
print("=" * 80)
print(f"Repository: {args.repo_id}")
print(f"Folder: {args.folder_path}")
print("=" * 80)
print("\nStarting upload...")
upload_to_hf(
repo_id=args.repo_id,
folder_path=args.folder_path,
create_if_not_exists=not args.no_create
)
if __name__ == "__main__":
main()
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