The two-stage transformer, motion representation and scheduler are adapted from: Kimodo, Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES, Apache-2.0. https://github.com/nv-tlabs/kimodo Reference revision: 58e781898b3d7e328a676a75d3e338c45dce3ad9 Text tokenization and pooling follow LLM2Vec, Copyright (c) 2024 McGill NLP, MIT. The package contains no learned weights. Converted checkpoint licensing is separate.