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Datasets:
Anonymous-Submission-830af
/
solaris-training-dataset

Tasks:
Image-to-Video
Modalities:
Video
Tags:
minecraft
world-model
multi-agent
action-conditioned
License:
Dataset card Data Studio Files
xet
 Community
Dataset Preview
Duplicate
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Expected object or value
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 609, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 237, in _generate_tables
                  examples = [ujson_loads(line) for line in batch.splitlines()]
                              ^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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x
float64
y
int64
z
float64
yaw
float64
pitch
int64
action
dict
inventory
dict
renderTime
int64
physicsTime
float64
worldAgeTicks
int64
isInWater
bool
frame_count
int64
episode_id
int64
relativeTimeMs
float64
epochTime
float64
extra_info
dict
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End of preview.

Solaris Training Dataset

The training dataset collected via SolarisEngine to train the Solaris multiplayer world model for Minecraft.

Dataset Info

The dataset contains 12.64 M frames across two players. It was recorded at 20 FPS. The observation (video) dimensions are: 1280 × 720.

The action space is presented below:

Action key Type Description
forward bool/sustained Player moving forward (W).
back bool/sustained Player moving backward (S).
left bool/sustained Player strafing left (A).
right bool/sustained Player strafing right (D).
jump bool/sustained Player jumping.
sprint bool/sustained Player sprinting.
sneak bool/sustained Player sneaking.
camera vec2/sustained Change in player camera orientation (yaw, pitch).
attack bool/once Player attacks.
use bool/once Player uses / interacts with the environment.
mount bool/once Player mounts an entity/vehicle.
dismount bool/once Player dismounts.
place_block bool/once Player places a block using the currently selected item.
place_entity bool/once Player places an entity item.
mine bool/sustained Player mining a block.
hotbar.1 bool/once Player selects hotbar slot 1.
hotbar.2 bool/once Player selects hotbar slot 2.
hotbar.3 bool/once Player selects hotbar slot 3.
hotbar.4 bool/once Player selects hotbar slot 4.
hotbar.5 bool/once Player selects hotbar slot 5.
hotbar.6 bool/once Player selects hotbar slot 6.
hotbar.7 bool/once Player selects hotbar slot 7.
hotbar.8 bool/once Player selects hotbar slot 8.
hotbar.9 bool/once Player selects hotbar slot 9.

Usage

The multiplayer Duet dataset is stored in a sharded form on Hugging Face. You can download and unshard it using the following steps:

1. Download the shards 

hf download Anonymous-Submission-830af/solaris-training-dataset --repo-type dataset --local-dir YOUR_STORAGE_PATH/datasets

2. Unshard the dataset

Run the unshard_dataset.py script provided in the Solaris repository:

python unshard_dataset.py --shards YOUR_STORAGE_PATH/datasets/duet_sharded --out YOUR_STORAGE_PATH/datasets/duet
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