VBVR-Pro Data
Knowledge
Abstraction
Spatiality
Transformation
Perception
VBVR-Pro DataFactory
VBVR-Pro expands the original procedural task collection with 150 new visual reasoning tasks. The complete T001–T150 catalog above follows the native VBVR Data layout and connects each task to the access-controlled five-sample release. The public VBVR-DataFactory repository remains the generation foundation; a separate Pro generator-source release is not currently advertised.
Current Options
Authenticate once, then download the official VBVR-Pro task samples with the Hugging Face CLI:
# Install the Hugging Face CLI
pip install -U huggingface_hub
# Sign in with an account that has repository access
hf auth login
# Download the official five-sample task release
hf download Video-Reason/VBVR-Pro-Data-samples \
--repo-type dataset \
--local-dir ./VBVR-Pro-Data-samples
150 / 150 new tasks and all five official samples per task are cached above. Use Generate Another to cycle through the prepared samples without leaving the page.
VBVR-Pro Dataset
The released training data provides aligned image trajectories, videos, and reinforcement-learning examples across the 250-task training split. The 50 held-out tasks remain reserved for out-of-domain evaluation. Each public repository is organized as task-addressable .tar.gz archives.
Quick Start
Download only the task archive you need instead of pulling an entire release:
# Install the Hugging Face CLI
pip install -U huggingface_hub
# One SFT image task
hf download Video-Reason/VBVR-Pro-SFT-Image \
G-131_select_next_figure_increasing_size_sequence_data-generator.tar.gz \
--repo-type dataset --local-dir ./VBVR-Pro-SFT-Image
# The matching SFT video task
hf download Video-Reason/VBVR-Pro-SFT-Video \
G-131_select_next_figure_increasing_size_sequence_data-generator.tar.gz \
--repo-type dataset --local-dir ./VBVR-Pro-SFT-Video
# One RL image task
hf download Video-Reason/VBVR-Pro-RL \
VBVR-Pro-RL-Image/G-131_select_next_figure_increasing_size_sequence_data-generator.tar.gz \
--repo-type dataset --local-dir ./VBVR-Pro-RL
1.25M supervised examples and 50K reinforcement-learning examples cover the 250-task training split; 50 tasks remain held out for out-of-domain evaluation. The repositories currently publish raw task archives rather than a configured Hugging Face datasets split.