Instructions to use bbbboiwow/cocccck with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use bbbboiwow/cocccck with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("bbbboiwow/cocccck", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| import os | |
| import configparser | |
| GITHUB_ENDPOINT = os.getenv('GITHUB_ENDPOINT') | |
| def is_git_repo(path: str) -> bool: | |
| """ Check if the path is a git repository. """ | |
| # NOTE: Checking it through `git.Repo` must be avoided. | |
| # It locks the file, causing issues on Windows. | |
| return os.path.exists(os.path.join(path, '.git')) | |
| def get_commit_hash(fullpath): | |
| git_head = os.path.join(fullpath, '.git', 'HEAD') | |
| if os.path.exists(git_head): | |
| with open(git_head) as f: | |
| line = f.readline() | |
| if line.startswith("ref: "): | |
| ref = os.path.join(fullpath, '.git', line[5:].strip()) | |
| if os.path.exists(ref): | |
| with open(ref) as f2: | |
| return f2.readline().strip() | |
| else: | |
| return "unknown" | |
| else: | |
| return line | |
| return "unknown" | |
| def git_url(fullpath): | |
| """ | |
| resolve version of unclassified custom node based on remote url in .git/config | |
| """ | |
| git_config_path = os.path.join(fullpath, '.git', 'config') | |
| if not os.path.exists(git_config_path): | |
| return None | |
| # Set `strict=False` to allow duplicate `vscode-merge-base` sections, addressing <https://github.com/ltdrdata/ComfyUI-Manager/issues/1529> | |
| config = configparser.ConfigParser(strict=False) | |
| config.read(git_config_path) | |
| for k, v in config.items(): | |
| if k.startswith('remote ') and 'url' in v: | |
| if 'Comfy-Org/ComfyUI-Manager' in v['url']: | |
| return "https://github.com/ltdrdata/ComfyUI-Manager" | |
| return v['url'] | |
| return None | |
| def normalize_url(url) -> str: | |
| github_id = normalize_to_github_id(url) | |
| if github_id is not None: | |
| url = f"https://github.com/{github_id}" | |
| return url | |
| def normalize_to_github_id(url) -> str: | |
| if 'github' in url or (GITHUB_ENDPOINT is not None and GITHUB_ENDPOINT in url): | |
| author = os.path.basename(os.path.dirname(url)) | |
| if author.startswith('git@github.com:'): | |
| author = author.split(':')[1] | |
| repo_name = os.path.basename(url) | |
| if repo_name.endswith('.git'): | |
| repo_name = repo_name[:-4] | |
| return f"{author}/{repo_name}" | |
| return None | |
| def get_url_for_clone(url): | |
| url = normalize_url(url) | |
| if GITHUB_ENDPOINT is not None and url.startswith('https://github.com/'): | |
| url = GITHUB_ENDPOINT + url[18:] # url[18:] -> remove `https://github.com` | |
| return url | |