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Meituan disclosed LongCat 2.0, a 1.6T-parameter MoE with about 48B active parameters, 1M context, and 35T training tokens on domestic hardware. The release ties a near-frontier open model to a Chinese domestic compute stack and a custom sparse-attention design.