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Dolci-Think-SFT-32B-500k-ZH

499,378 samples from lightonai/Dolci-Think-SFT-32B-500k-ZH

Category Distribution

Category Count % Mean Tokens Median Std Min Max Total Tokens
math 184,369 36.92% 19,409.8 18,968 6,162.1 1,149 35,745 3,578,569,601
code 169,849 34.01% 7,407.2 4,482 7,152.3 268 36,577 1,258,098,243
instruction-following 80,949 16.21% 2,237.1 1,161 3,050.4 38 34,005 181,093,270
science 25,456 5.10% 8,920.8 7,725 5,896.2 614 34,041 227,088,132
safety 19,489 3.90% 744.9 678 386.6 83 11,841 14,517,816
general-chat 18,121 3.63% 3,052.2 2,023 2,964.9 32 30,771 55,309,560
structured-data 1,145 0.23% 1,704.2 1,210 1,603.4 198 13,211 1,951,280

Token Count Statistics

Stat Value
Count 499,378
Mean 10,646.5
Std 9,201.5
Min 32
25% 1,803
Median 8,459
75% 17,359
90% 24,737
95% 27,385
99% 30,529
Max 36,577
Total 5,316,627,902

Dataset to Category Mapping

Category Original Dataset Count % Mean Tokens
code Dolci-Think-Python 121,923 24.41% 4,404.6
code Nemotron Post-Training 27,328 5.47% 13,273.3
code OpenThoughts3 (code) 20,598 4.12% 17,396.7
general-chat WildChat (Tulu v3.9) 9,726 1.95% 3,118.7
general-chat WildChat 7,596 1.52% 3,126.4
general-chat OpenAssistant (OASST1) 799 0.16% 1,537.6
instruction-following Dolci-Precise-IF 53,699 10.75% 1,473.0
instruction-following SYNTHETIC-2 (IF/QwQ) 27,250 5.46% 3,742.9
math OpenThoughts3 (math) 184,369 36.92% 19,409.8
safety WildJailbreak 9,182 1.84% 649.7
safety WildGuardMix 8,134 1.63% 811.2
safety CoCoNot 2,173 0.44% 899.5
science OpenThoughts3 (science) 25,456 5.10% 8,920.8
structured-data TableGPT 1,145 0.23% 1,704.2
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