BindWeave AI Video Generator

BindWeave AI is a unified subject-consistent video generation framework for both single- and multi-subject prompts. It combines a Multimodal Large Language Model (MLLM) with a Diffusion Transformer (DiT), using the MLLM to deeply parse and ground entities, roles and relations in text/image prompts, and then conditioning the DiT on subject-aware hidden states plus image-encoding features. This architecture enables identity-faithful, temporally coherent, text-aligned video creation with high visual fidelity and complex interaction handling.