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@@ -30,7 +30,7 @@ The architecture of Ling-3.0-tiny is designed to make computational efficiency s
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  Overall, these designs deliver the inference efficiency needed to deploy lightweight models in real-world agentic workflows.
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  <!-- Ling-3.0-tiny architecture diagram -->
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- ![](https://intranetproxy.alipay.com/skylark/lark/0/2026/png/202156655/1786334509742-e888d58f-c9af-44d0-a64a-a9b6ba0cb652.png)
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  # Evaluation
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  We evaluated Ling-3.0-tiny across agentic tasks, coding, long-context understanding, knowledge reliability, mathematical and scientific reasoning, and instruction following.
 
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  Overall, these designs deliver the inference efficiency needed to deploy lightweight models in real-world agentic workflows.
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  <!-- Ling-3.0-tiny architecture diagram -->
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+ ![](https://cdn-uploads.huggingface.co/production/uploads/675fc648a63fff7b5be452f6/mifa16S1bZajl5mX90s_O.png)
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  # Evaluation
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  We evaluated Ling-3.0-tiny across agentic tasks, coding, long-context understanding, knowledge reliability, mathematical and scientific reasoning, and instruction following.