"AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation"
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AR-Omni is a unified autoregressive model that generates text, images, and speech using a single decoder and token stream, designed for researchers and developers working on multimodal AI systems. It addresses modality imbalance through task-aware loss reweighting, improves visual fidelity with token-level perceptual alignment, and offers stability-creativity trade-offs via finite-state decoding strategies.