chore: update base model to NVIDIA-Nemotron-3-Nano-4B-BF16 across configurations and documentation; adjust max sequence length to 2048; upgrade GitHub Actions cache to v5

refactor: remove sample_pose_cache module and streamline pose processing in pipeline

feat(video): add intake quality gate