| |
|
|
| from huggingface_hub import HfApi |
| import argparse |
|
|
| |
| |
| api = HfApi() |
|
|
| def load_template_and_substitute(template_path, **kwargs): |
| try: |
| with open(template_path, 'r', encoding='utf-8') as f: |
| template_content = f.read() |
|
|
| return template_content.format(**kwargs) |
| except FileNotFoundError: |
| print(f"Template file '{template_path}' not found!") |
| return None |
| except KeyError as e: |
| print(f"Missing template variable: {e}") |
| return None |
|
|
| parser = argparse.ArgumentParser(description='Create a new Hugging Face model repository') |
| parser.add_argument('--model-name', '-m', help='Name for the model', required=True) |
| parser.add_argument('--namespace', '-ns', help='Namespace to add the model to', required=True) |
| parser.add_argument('--org-base-model', '-b', help='Original Base model name', default="") |
| parser.add_argument('--no-card', action='store_true', help='Skip creating model card') |
| parser.add_argument('--private', '-p', action='store_true', help='Create private model') |
| parser.add_argument('--embedding', '-e', action='store_true', help='Use embedding model card template') |
| parser.add_argument('--dry-run', '-d', action='store_true', help='Print repository info and template without creating repository') |
|
|
| args = parser.parse_args() |
|
|
| repo_id = f"{args.namespace}/{args.model_name}-GGUF" |
| print("Repository ID: ", repo_id) |
|
|
| repo_url = None |
| if not args.dry_run: |
| repo_url = api.create_repo( |
| repo_id=repo_id, |
| repo_type="model", |
| private=args.private, |
| exist_ok=False |
| ) |
|
|
| if not args.no_card: |
| if args.embedding: |
| template_path = "scripts/embedding/modelcard.template" |
| else: |
| template_path = "scripts/causal/modelcard.template" |
|
|
| print("Template path: ", template_path) |
|
|
| model_card_content = load_template_and_substitute( |
| template_path, |
| model_name=args.model_name, |
| namespace=args.namespace, |
| base_model=args.org_base_model, |
| ) |
|
|
| if args.dry_run: |
| print("\nTemplate Content:\n") |
| print(model_card_content) |
| else: |
| if model_card_content: |
| api.upload_file( |
| path_or_fileobj=model_card_content.encode('utf-8'), |
| path_in_repo="README.md", |
| repo_id=repo_id |
| ) |
| print("Model card created successfully.") |
| else: |
| print("Failed to create model card.") |
|
|
| if not args.dry_run and repo_url: |
| print(f"Repository created: {repo_url}") |
|
|
|
|
|
|
