Data Party THU

Oct 6, 2025 · Artificial Intelligence

How OneCAT Redefines Multimodal AI with a Decoder‑Only Architecture

OneCAT introduces a unified decoder‑only transformer that eliminates separate visual encoders, employs a modality‑specific MoE, integrates multi‑scale visual generation, and achieves state‑of‑the‑art performance and efficiency across multimodal understanding, text‑to‑image synthesis, and image editing tasks.