datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
VBVR-Pro-SFT-Image
VBVR-Pro-SFT-Image
The interleaved-image supervised-fine-tuning split of VBVR-Pro: 1.24M programmatically generated reasoning instances across 250 parameterized tasks, one tar.gz per task.
Where VBVR-Pro-SFT-Video asks a model to render the reasoning process as a… See the full description on the dataset page: https://huggingface.co/datasets/Video-Reason/VBVR-Pro-SFT-Image.VBVR-Pro-SFT-Video
VBVR-Pro-SFT-Video
The video (I2V) supervised-fine-tuning split of VBVR-Pro: 1.24M programmatically generated reasoning instances across 250 parameterized tasks, one tar.gz per task.
At a glance
Property
Value
Tasks
250
Instances
1,250,000… See the full description on the dataset page: https://huggingface.co/datasets/Video-Reason/VBVR-Pro-SFT-Video.VBVR-Pro-RL
VBVR-Pro-RL
The reinforcement-learning split of VBVR-Pro: 50 parameterized tasks × 1,000 instances, held out from the SFT splits, in both a video (TI2V) and an interleaved-image setting.
At a glance
Property
Value
Tasks
50
Instances per… See the full description on the dataset page: https://huggingface.co/datasets/Video-Reason/VBVR-Pro-RL.vbvrpro_sampler_trajectories-data
VBVR-Pro sampler trajectory media
This media archive backs the interactive
pufanyi/vbvrpro_sampler_trajectories
Space.
It contains 12 matched evaluation cells:
DiffSynth step-35500 baseline and DanceGRPO checkpoint 2200
Flow-CPS noise 0.1, 0.3, 0.7, and 0.9
deterministic FlowMatch Euler ODE and UniPC ODE
500 samples per cell across 100 VBVR-Pro tasks
The deployment is split across three public media repositories so each Git-backed
Dataset remains below Hugging Face's… See the full description on the dataset page: https://huggingface.co/datasets/pufanyi/vbvrpro_sampler_trajectories-data.VBVR-Pro-Bench
VBVR-Pro-Bench
The frozen evaluation split of VBVR-Pro. 100 parameterized reasoning tasks, 5 held-out instances each, in both a video (I2V) and an interleaved-image setting.
At a glance
Property
Value
Tasks
100 (In-Domain_50 50 +… See the full description on the dataset page: https://huggingface.co/datasets/Video-Reason/VBVR-Pro-Bench.vbvrpro_sampler_trajectories-2200-steps
VBVR-Pro sampler trajectory media
This media archive backs the interactive
pufanyi/vbvrpro_sampler_trajectories
Space.
It contains 12 matched evaluation cells:
DiffSynth step-35500 baseline and DanceGRPO checkpoint 2200
Flow-CPS noise 0.1, 0.3, 0.7, and 0.9
deterministic FlowMatch Euler ODE and UniPC ODE
500 samples per cell across 100 VBVR-Pro tasks
The deployment is split across three public media repositories so each Git-backed
Dataset remains below Hugging Face's… See the full description on the dataset page: https://huggingface.co/datasets/pufanyi/vbvrpro_sampler_trajectories-2200-steps.vbvrpro_sampler_trajectories-baseline-steps
VBVR-Pro sampler trajectory media
This media archive backs the interactive
pufanyi/vbvrpro_sampler_trajectories
Space.
It contains 12 matched evaluation cells:
DiffSynth step-35500 baseline and DanceGRPO checkpoint 2200
Flow-CPS noise 0.1, 0.3, 0.7, and 0.9
deterministic FlowMatch Euler ODE and UniPC ODE
500 samples per cell across 100 VBVR-Pro tasks
The deployment is split across three public media repositories so each Git-backed
Dataset remains below Hugging Face's… See the full description on the dataset page: https://huggingface.co/datasets/pufanyi/vbvrpro_sampler_trajectories-baseline-steps.vbvrpro_output-data
VBVR-Pro strict-sweep scored videos
This media archive backs the interactive
pufanyi/vbvrpro_output
Space.
It contains 10,500 scorer-input MP4 files:
20 DanceGRPO results: 5 checkpoints × 4 sampling modes × 500 samples
1 SFT epoch-1 baseline: 500 samples
100 EvalKit-supported tasks, with 5 samples per task and run
1024×1024, 161-frame H.264 videos encoded at 33 FPS
Paths follow:
videos/{run_id}/{domain_folder}/{task_name}/{video_idx}.mp4
The Space contains the task catalog… See the full description on the dataset page: https://huggingface.co/datasets/pufanyi/vbvrpro_output-data.