"""
Simple UVA: video-only generation from a start frame.
No text conditioning, no flexible MAE — single path from start frame to full video.
Uses the same MAR + VAE as the full repo so checkpoint loading and output are identical.
"""

from simple_uva.loader import load_policy_from_checkpoint
from simple_uva.sampling import sample_video_from_start_frame

__all__ = ["load_policy_from_checkpoint", "sample_video_from_start_frame"]