Instructions to use TencentARC/WorldCrafter-Base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use TencentARC/WorldCrafter-Base with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("TencentARC/WorldCrafter-Base", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
Download transformer/config.json from TencentARC/WorldCrafter-Base: direct link, hf CLI and curl.
- Browser
- Download file 665 Bytes
-
https://huggingface.co/TencentARC/WorldCrafter-Base/resolve/main/transformer/config.json
- Command line
-
hf download hf://TencentARC/WorldCrafter-Base/transformer/config.json
-
curl -L -o config.json https://huggingface.co/TencentARC/WorldCrafter-Base/resolve/main/transformer/config.json
665 Bytes
| { | |
| "_class_name": "WorldCrafterTransformer3DModel", | |
| "_diffusers_version": "0.38.0.dev0", | |
| "added_kv_proj_dim": null, | |
| "attention_head_dim": 128, | |
| "cross_attn_norm": true, | |
| "eps": 1e-06, | |
| "ffn_dim": 13824, | |
| "freq_dim": 256, | |
| "guidance_cross_attn": true, | |
| "has_multi_term_memory_patch": true, | |
| "history_scale_mode": "per_head", | |
| "in_channels": 16, | |
| "is_amplify_history": false, | |
| "num_attention_heads": 40, | |
| "num_layers": 40, | |
| "out_channels": 16, | |
| "patch_size": [ | |
| 1, | |
| 2, | |
| 2 | |
| ], | |
| "qk_norm": "rms_norm_across_heads", | |
| "rope_dim": [ | |
| 44, | |
| 42, | |
| 42 | |
| ], | |
| "rope_theta": 10000.0, | |
| "text_dim": 4096, | |
| "zero_history_timestep": true | |
| } | |