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Ling 3.0 Tiny

InclusionAI

InclusionAI's compact Ling 3.0 language model, supporting thinking and direct-response modes through enable_thinking.

Benchmark scores

BenchmarkScore
AA-Briefcase Elo481
AA-Briefcase v1.1 Elo471
AA-LCR v1.160.3
AA-Omniscience Index-19.4
Artificial Analysis Intelligence Index v4.311.9
Artificial Analysis Intelligence Index v4.3.215.3
Artificial Analysis Omniscience Accuracy8.5
Artificial Analysis Omniscience Hallucination Rate30.5
Artificial Analysis Openness Index38.9
AutomationBench-AA 1.0.60.3
Capability136.8
CritPt (avg@5)0.0
GDP.pdf (Artificial Analysis, All-pass)0.8
GDP.pdf (Artificial Analysis, Mean Criteria)36.4
GDPval-AA v2716
GPQA Diamond (Artificial Analysis avg@5)73.4
Humanity's Last Exam (Text-Only)9.3
SciCode 1.0.1 (Artificial Analysis)24.2
Terminal-Bench 2.127.7
Terminal-Bench 4.0 (Artificial Analysis)0.0
𝜏³-Banking20.8
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