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r/LocalLLaMA

inclusionAI/Ling-2.6-1T · Hugging Face

inclusionAI open-sourced Ling-2.6-1T on Hugging Face, with 1 trillion parameters. It uses MLA plus Linear Attention and Contextual Process Redundancy Suppression to reduce CoT overhead. The post cites AIME26 and SWE-bench Verified but does not disclose scores.

Why it matters: HKR-H/K/R all pass, but benchmark scores for AIME26 and SWE-bench Verified are not disclosed. A 1T open model with a named architecture mechanism fits featured, not P1.

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