inclusionAI/Ling-3.1-flash-1019 · Hugging Face

from inclusionAI: We introduce Ling-3.1-flash-1019 , an upgraded version of Ling-3.1-flash , with 560B total parameters, 25B active parameters per token, and a 1M-token context win…

from inclusionAI: We introduce Ling-3.1-flash-1019 , an upgraded version of Ling-3.1-flash , with 560B total parameters, 25B active parameters per token, and a 1M-token context window .With further post-training optimizations, Ling-3.1-flash-1019 demonstrates significant improvements in reasoning and real-world agentic capabilities.

Its AA-Briefcase score rises from approximately 1400 to 1524 Elo , while performance on AutomationBench-AA increases from 62% to 68% .The model also makes gains on scientific benchmarks, including CritPt (18% → 26% ) and SciCode (54% → 57% ).

Overall, it scores 44 on the Artificial Analysis Intelligence Index v4.3.2 , up from 41 for its predecessor.These gains highlight the model's improved capabilities in complex reasoning, multi-step task execution, and agentic workflows across diverse real-world scenarios.

https://huggingface.co/inclusionAI/Ling-3.1-flash-base We introduce Ling-3.1-flash-base , the base checkpoint of Ling-3.1-flash , released to support research and community-driven innovation.With 560B total parameters and 25B active parameters per token , the model provides a foundation for continued pretraining, domain adaptation, and post-training research.

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