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This technical report presents Ling-2.6 and Ring-2.6, a family of trillion-parameter models designed for efficient and instant agentic intelligence, featuring architectural upgrades like hybrid linear attention and specialized training methods including KPop reinforcement learning. All checkpoints are open-sourced.
This technical report introduces Ling and Ring 2.6, a family of large language models at the trillion-parameter scale designed for efficient and instant agentic intelligence.