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From-scratch PyTorch reproduction of DreamerV4 (Hafner et al., 2025): masked-autoencoder tokenizer, block-causal flow-matching dynamics with bootstrap curriculum, agent-token finetuning, and PMPO imagination RL. Trains end-to-end on a single GPU