| class HuggingFaceUploadNode: |
| @classmethod |
| def INPUT_TYPES(cls): |
| return { |
| "required": { |
| "model_path": ("STRING", {"default": "/content/models/voidnoiseVAE_basedonR0829", "multiline": False}), |
| "path_in_repo": ("STRING", {"default": "voidnoiseVAE_basedonR0829", "multiline": False}), |
| "commit_message": ("STRING", {"default": "Upload with \uD83D\uDE80\uD83E\uDD17 SD 1.5 Diffusers notebook", "multiline": False}), |
| }, |
| "optional": { |
| "is_diffusers_model": ("BOOLEAN", {"default": True}), |
| } |
| } |
|
|
| RETURN_TYPES = ("STRING",) |
|
|
| FUNCTION = "execute" |
|
|
| def execute(self, model_path, path_in_repo, commit_message, is_diffusers_model=True): |
| try: |
| |
| from huggingface_hub import HfApi |
| from pathlib import Path |
| import os |
|
|
| api = HfApi() |
|
|
| path_obj = Path(model_path) |
| trained_model = path_obj.parts[-1] |
|
|
| path_in_repo_local = path_in_repo if path_in_repo and not is_diffusers_model else "" |
|
|
| notification = f"Uploading {trained_model} from {model_path} to https://huggingface.co/{model_repo}" |
| print(notification) |
|
|
| if os.path.isdir(model_path): |
| if is_diffusers_model: |
| commit_message = f"Upload diffusers format: {trained_model}" |
| print("Detected diffusers model. Adjusting upload parameters.") |
| else: |
| commit_message = f"Upload checkpoint: {trained_model}" |
| print("Detected regular model. Adjusting upload parameters.") |
|
|
| api.upload_folder( |
| folder_path=model_path, |
| path_in_repo=path_in_repo_local, |
| repo_id=model_repo, |
| commit_message=commit_message, |
| ignore_patterns=".ipynb_checkpoints", |
| ) |
| else: |
| commit_message = f"Upload file: {trained_model}" |
| api.upload_file( |
| path_or_fileobj=model_path, |
| path_in_repo=path_in_repo_local, |
| repo_id=model_repo, |
| commit_message=commit_message, |
| ) |
|
|
| success_notification = f"♻ Upload Successful! Check the model at https://huggingface.co/{model_repo}/tree/main" |
| return (success_notification,) |
| except Exception as e: |
| |
| return (str(e),) |
|
|
