DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
Paper • 2411.04983 • Published • 14
Error code: ConfigNamesError
Exception: BadZipFile
Message: zipfiles that span multiple disks are not supported
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 67, in compute_config_names_response
config_names = get_dataset_config_names(
path=dataset,
token=hf_token,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
dataset_module = dataset_module_factory(
path,
...<4 lines>...
**download_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1182, in dataset_module_factory
raise e1 from None
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1157, in dataset_module_factory
).get_module()
~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 647, in get_module
module_name, default_builder_kwargs = infer_module_for_data_files(
~~~~~~~~~~~~~~~~~~~~~~~~~~~^
data_files=data_files,
^^^^^^^^^^^^^^^^^^^^^^
path=self.name,
^^^^^^^^^^^^^^^
download_config=self.download_config,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 302, in infer_module_for_data_files
split: infer_module_for_data_files_list(data_files_list, download_config=download_config)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 246, in infer_module_for_data_files_list
return infer_module_for_data_files_list_in_archives(data_files_list, download_config=download_config)
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 273, in infer_module_for_data_files_list_in_archives
f.split("::")[0] for f in xglob(extracted, recursive=True, download_config=download_config)
~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 1052, in xglob
fs, *_ = url_to_fs(urlpath, **storage_options)
~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/fsspec/core.py", line 408, in url_to_fs
fs = filesystem(protocol, **inkwargs)
File "/usr/local/lib/python3.14/site-packages/fsspec/registry.py", line 303, in filesystem
return cls(**storage_options)
File "/usr/local/lib/python3.14/site-packages/fsspec/spec.py", line 81, in __call__
obj = super().__call__(*args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/fsspec/implementations/zip.py", line 62, in __init__
self.zip = zipfile.ZipFile(
~~~~~~~~~~~~~~~^
self.fo,
^^^^^^^^
...<3 lines>...
compresslevel=compresslevel,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/zipfile/__init__.py", line 1472, in __init__
self._RealGetContents()
~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/zipfile/__init__.py", line 1535, in _RealGetContents
endrec = _EndRecData(fp)
File "/usr/local/lib/python3.14/zipfile/__init__.py", line 375, in _EndRecData
return _EndRecData64(fpin, filesize - sizeEndCentDir, endrec)
File "/usr/local/lib/python3.14/zipfile/__init__.py", line 303, in _EndRecData64
raise BadZipFile("zipfiles that span multiple disks are not supported")
zipfile.BadZipFile: zipfiles that span multiple disks are not supportedNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
[Paper] [Code] [Project Website]
Gaoyue Zhou, Hengkai Pan, Yann LeCun and Lerrel Pinto, New York University, Meta AI
This repository mirrors the datasets and pre-trained checkpoints originally hosted on OSF. Files are byte-identical to the OSF release.
datasets/
├── point_maze.zip
├── pusht_noise.zip
├── wall_single.zip
├── deformable.zip # multi-part archive: .zip + .z01 + .z02 + .z03
├── deformable.z01
├── deformable.z02
└── deformable.z03
checkpoints/
└── outputs.zip # trained world models for PointMaze, PushT, and Wall
pip install -U huggingface_hub
hf download gaoyuezhou/dino_wm --repo-type dataset --local-dir ./dino_wm_data
Or a single task:
hf download gaoyuezhou/dino_wm datasets/pusht_noise.zip --repo-type dataset --local-dir ./dino_wm_data
Unzip the archives. For the deformable dataset, combine all parts first:
cd dino_wm_data/datasets
zip -s- deformable.zip -O deformable_full.zip
unzip deformable_full.zip
unzip point_maze.zip; unzip pusht_noise.zip; unzip wall_single.zip
Then point the code at the data folder:
export DATASET_DIR=/path/to/dino_wm_data/datasets
Expected structure:
datasets
├── deformable
│ ├── granular
│ └── rope
├── point_maze
├── pusht_noise
└── wall_single
Checkpoints: unzip checkpoints/outputs.zip and set ckpt_base_path in the plan configs to its parent folder. See the
code README for planning commands.
@article{zhou2024dino,
title={DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning},
author={Zhou, Gaoyue and Pan, Hengkai and LeCun, Yann and Pinto, Lerrel},
journal={arXiv preprint arXiv:2411.04983},
year={2024}
}