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README.md
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# Evaluation
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We evaluated Ling-3.0-tiny across general
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Ling-3.0-tiny scores **25** on the Artificial Analysis Intelligence Index v4.1.1 and **16** on the Artificial Analysis Agentic Index. In Artificial Analysis testing, the model achieves an output speed of more than **160 tokens/s** and an end-to-end latency of approximately **18 seconds** for generating 500 tokens (including the reasoning model's thinking time), reflecting a balance among overall capability, activated parameter scale, and response efficiency.
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# Evaluation
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We evaluated Ling-3.0-tiny across general agentic tasks, coding tasks, long-context understanding, knowledge reliability, mathematical and scientific reasoning, and instruction following.
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Ling-3.0-tiny scores **25** on the Artificial Analysis Intelligence Index v4.1.1 and **16** on the Artificial Analysis Agentic Index. In Artificial Analysis testing, the model achieves an output speed of more than **160 tokens/s** and an end-to-end latency of approximately **18 seconds** for generating 500 tokens (including the reasoning model's thinking time), reflecting a balance among overall capability, activated parameter scale, and response efficiency.
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