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

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… See the full description on the dataset page: https://huggingface.co/datasets/Anonymous-Submission-830af/solaris-training-dataset.

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Dataset Card

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

bash

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:

bash

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