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MiniWorld is a reproducible framework for training video world models from scratch using a block-causal Video Diffusion Transformer with Flow Matching, enabling efficient streaming generation and trainable in days on a single 8-GPU server.
ARDY introduces a streaming generation framework for real-time, high-fidelity 3D human motion generation controlled by text and kinematic constraints, using a hybrid representation and two-stage autoregressive transformer denoiser.
MaineCoon is a 22B-parameter real-time audio-visual autoregressive model for social world modeling, capable of streaming generation at up to 47.5 FPS on a single GPU, introducing novel training techniques and an agentic inference framework.
StreamChar is a streaming framework for real-time audio-video generation of character animation, using an LLM orchestrator and joint audio-video DiT with two-stage distillation and memory mechanisms to maintain long-horizon consistency and visual quality.