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
| try: | |
| from .utils import check_duplicate_nodes, log, color_text | |
| duplicate_dirs = check_duplicate_nodes() | |
| if duplicate_dirs: | |
| warning_msg = f"WARNING: Found {len(duplicate_dirs)} other WanVideoWrapper directories:\n" | |
| for dir_path in duplicate_dirs: | |
| warning_msg += f" - {color_text(dir_path, 'yellow')}\n" | |
| log.warning(color_text(warning_msg + "Please remove duplicates to avoid possible conflicts.", "red")) | |
| except: | |
| pass | |
| from .utils import log | |
| NODE_CLASS_MAPPINGS = {} | |
| NODE_DISPLAY_NAME_MAPPINGS = {} | |
| # Required modules (will raise on import failure) | |
| REQUIRED_MODULES = [ | |
| (".nodes", "Main"), | |
| (".nodes_sampler", "Sampler"), | |
| (".nodes_model_loading", "ModelLoading"), | |
| (".nodes_utility", "Utility"), | |
| (".cache_methods.nodes_cache", "Cache"), | |
| ] | |
| # Optional modules (will warn on import failure) | |
| OPTIONAL_MODULES = [ | |
| (".nodes_deprecated", "Deprecated"), | |
| (".s2v.nodes", "S2V"), | |
| (".FlashVSR.flashvsr_nodes", "FlashVSR"), | |
| (".mocha.nodes", "Mocha"), | |
| (".fun_camera.nodes", "FunCamera"), | |
| (".uni3c.nodes", "Uni3C"), | |
| (".controlnet.nodes", "ControlNet"), | |
| (".ATI.nodes", "ATI"), | |
| (".multitalk.nodes", "MultiTalk"), | |
| (".recammaster.nodes", "RecamMaster"), | |
| (".skyreels.nodes", "SkyReels"), | |
| (".fantasytalking.nodes", "FantasyTalking"), | |
| (".qwen.qwen", "Qwen"), | |
| (".fantasyportrait.nodes", "FantasyPortrait"), | |
| (".unianimate.nodes", "UniAnimate"), | |
| (".MTV.nodes", "MTV"), | |
| (".HuMo.nodes", "HuMo"), | |
| (".lynx.nodes", "Lynx"), | |
| (".Ovi.nodes_ovi", "Ovi"), | |
| (".steadydancer.nodes", "SteadyDancer"), | |
| (".onetoall.nodes", "OneToAll"), | |
| (".WanMove.nodes", "WanMove"), | |
| (".SCAIL.nodes", "SCAIL"), | |
| (".LongCat.nodes", "LongCat"), | |
| (".LongVie2.nodes", "LongVie2"), | |
| ] | |
| def register_nodes(module_path: str, name: str, optional: bool) -> None: | |
| """Import and register nodes from a module.""" | |
| try: | |
| import importlib | |
| module = importlib.import_module(module_path, package=__package__) | |
| NODE_CLASS_MAPPINGS.update(getattr(module, "NODE_CLASS_MAPPINGS", {})) | |
| NODE_DISPLAY_NAME_MAPPINGS.update(getattr(module, "NODE_DISPLAY_NAME_MAPPINGS", {})) | |
| except Exception as e: | |
| if optional: | |
| log.warning(f"WanVideoWrapper WARNING: {name} nodes not available: {e}") | |
| else: | |
| raise | |
| # Register all node modules | |
| for module_path, name in REQUIRED_MODULES: | |
| register_nodes(module_path, name, optional=False) | |
| for module_path, name in OPTIONAL_MODULES: | |
| register_nodes(module_path, name, optional=True) | |
| __all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS"] | |