File size: 17,850 Bytes
70a679f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
{
    "results": {
        "harness|ko_arc_challenge|25": {
            "acc": 0.37542662116040953,
            "acc_stderr": 0.01415063143511173,
            "acc_norm": 0.4351535836177474,
            "acc_norm_stderr": 0.014487986197186052
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4004182433778132,
            "acc_stderr": 0.0048898174897396935,
            "acc_norm": 0.5360485958972316,
            "acc_norm_stderr": 0.004976796060456437
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.5087719298245614,
            "acc_stderr": 0.038342347441649924,
            "acc_norm": 0.5087719298245614,
            "acc_norm_stderr": 0.038342347441649924
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.6213592233009708,
            "acc_stderr": 0.04802694698258974,
            "acc_norm": 0.6213592233009708,
            "acc_norm_stderr": 0.04802694698258974
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5568326947637292,
            "acc_stderr": 0.01776408503534841,
            "acc_norm": 0.5568326947637292,
            "acc_norm_stderr": 0.01776408503534841
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.43703703703703706,
            "acc_stderr": 0.04284958639753399,
            "acc_norm": 0.43703703703703706,
            "acc_norm_stderr": 0.04284958639753399
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.4,
            "acc_stderr": 0.03202563076101737,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.03202563076101737
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.40963855421686746,
            "acc_stderr": 0.03828401115079023,
            "acc_norm": 0.40963855421686746,
            "acc_norm_stderr": 0.03828401115079023
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.5176848874598071,
            "acc_stderr": 0.028380322849077138,
            "acc_norm": 0.5176848874598071,
            "acc_norm_stderr": 0.028380322849077138
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.48878923766816146,
            "acc_stderr": 0.033549366530984746,
            "acc_norm": 0.48878923766816146,
            "acc_norm_stderr": 0.033549366530984746
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4961832061068702,
            "acc_stderr": 0.043851623256015534,
            "acc_norm": 0.4961832061068702,
            "acc_norm_stderr": 0.043851623256015534
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.6515151515151515,
            "acc_stderr": 0.033948539651564025,
            "acc_norm": 0.6515151515151515,
            "acc_norm_stderr": 0.033948539651564025
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.5310344827586206,
            "acc_stderr": 0.04158632762097828,
            "acc_norm": 0.5310344827586206,
            "acc_norm_stderr": 0.04158632762097828
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.28431372549019607,
            "acc_stderr": 0.04488482852329017,
            "acc_norm": 0.28431372549019607,
            "acc_norm_stderr": 0.04488482852329017
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.4789915966386555,
            "acc_stderr": 0.03244980849990029,
            "acc_norm": 0.4789915966386555,
            "acc_norm_stderr": 0.03244980849990029
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.4897435897435897,
            "acc_stderr": 0.025345672221942374,
            "acc_norm": 0.4897435897435897,
            "acc_norm_stderr": 0.025345672221942374
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.62,
            "acc_stderr": 0.048783173121456316,
            "acc_norm": 0.62,
            "acc_norm_stderr": 0.048783173121456316
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621504,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621504
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.5740740740740741,
            "acc_stderr": 0.0478034362693679,
            "acc_norm": 0.5740740740740741,
            "acc_norm_stderr": 0.0478034362693679
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.39408866995073893,
            "acc_stderr": 0.03438157967036545,
            "acc_norm": 0.39408866995073893,
            "acc_norm_stderr": 0.03438157967036545
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.49032258064516127,
            "acc_stderr": 0.028438677998909558,
            "acc_norm": 0.49032258064516127,
            "acc_norm_stderr": 0.028438677998909558
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.7264957264957265,
            "acc_stderr": 0.029202540153431183,
            "acc_norm": 0.7264957264957265,
            "acc_norm_stderr": 0.029202540153431183
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.4867924528301887,
            "acc_stderr": 0.030762134874500476,
            "acc_norm": 0.4867924528301887,
            "acc_norm_stderr": 0.030762134874500476
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.5181818181818182,
            "acc_stderr": 0.04785964010794916,
            "acc_norm": 0.5181818181818182,
            "acc_norm_stderr": 0.04785964010794916
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.3296296296296296,
            "acc_stderr": 0.028661201116524582,
            "acc_norm": 0.3296296296296296,
            "acc_norm_stderr": 0.028661201116524582
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.36423841059602646,
            "acc_stderr": 0.03929111781242741,
            "acc_norm": 0.36423841059602646,
            "acc_norm_stderr": 0.03929111781242741
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.6417910447761194,
            "acc_stderr": 0.03390393042268815,
            "acc_norm": 0.6417910447761194,
            "acc_norm_stderr": 0.03390393042268815
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.4393063583815029,
            "acc_stderr": 0.03784271932887467,
            "acc_norm": 0.4393063583815029,
            "acc_norm_stderr": 0.03784271932887467
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.373015873015873,
            "acc_stderr": 0.02490699045899257,
            "acc_norm": 0.373015873015873,
            "acc_norm_stderr": 0.02490699045899257
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.4722222222222222,
            "acc_stderr": 0.04174752578923185,
            "acc_norm": 0.4722222222222222,
            "acc_norm_stderr": 0.04174752578923185
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.6,
            "acc_stderr": 0.04923659639173309,
            "acc_norm": 0.6,
            "acc_norm_stderr": 0.04923659639173309
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.5057803468208093,
            "acc_stderr": 0.026917296179149116,
            "acc_norm": 0.5057803468208093,
            "acc_norm_stderr": 0.026917296179149116
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4539877300613497,
            "acc_stderr": 0.0391170190467718,
            "acc_norm": 0.4539877300613497,
            "acc_norm_stderr": 0.0391170190467718
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.5123456790123457,
            "acc_stderr": 0.027812262269327235,
            "acc_norm": 0.5123456790123457,
            "acc_norm_stderr": 0.027812262269327235
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.616580310880829,
            "acc_stderr": 0.03508984236295342,
            "acc_norm": 0.616580310880829,
            "acc_norm_stderr": 0.03508984236295342
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.3157894736842105,
            "acc_stderr": 0.04372748290278008,
            "acc_norm": 0.3157894736842105,
            "acc_norm_stderr": 0.04372748290278008
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.6201834862385321,
            "acc_stderr": 0.020808825617866244,
            "acc_norm": 0.6201834862385321,
            "acc_norm_stderr": 0.020808825617866244
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.31746031746031744,
            "acc_stderr": 0.04163453031302859,
            "acc_norm": 0.31746031746031744,
            "acc_norm_stderr": 0.04163453031302859
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.5032679738562091,
            "acc_stderr": 0.02862930519400355,
            "acc_norm": 0.5032679738562091,
            "acc_norm_stderr": 0.02862930519400355
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.51,
            "acc_stderr": 0.05024183937956912,
            "acc_norm": 0.51,
            "acc_norm_stderr": 0.05024183937956912
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.7024793388429752,
            "acc_stderr": 0.04173349148083499,
            "acc_norm": 0.7024793388429752,
            "acc_norm_stderr": 0.04173349148083499
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.4868421052631579,
            "acc_stderr": 0.04067533136309173,
            "acc_norm": 0.4868421052631579,
            "acc_norm_stderr": 0.04067533136309173
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.39705882352941174,
            "acc_stderr": 0.01979448890002411,
            "acc_norm": 0.39705882352941174,
            "acc_norm_stderr": 0.01979448890002411
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.34397163120567376,
            "acc_stderr": 0.028338017428611324,
            "acc_norm": 0.34397163120567376,
            "acc_norm_stderr": 0.028338017428611324
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.2767857142857143,
            "acc_stderr": 0.042466243366976235,
            "acc_norm": 0.2767857142857143,
            "acc_norm_stderr": 0.042466243366976235
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.03214952147802747,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.03214952147802747
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2905027932960894,
            "acc_stderr": 0.01518384430720616,
            "acc_norm": 0.2905027932960894,
            "acc_norm_stderr": 0.01518384430720616
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.48,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.48,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.4411764705882353,
            "acc_stderr": 0.0301619119307671,
            "acc_norm": 0.4411764705882353,
            "acc_norm_stderr": 0.0301619119307671
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.47346938775510206,
            "acc_stderr": 0.03196412734523272,
            "acc_norm": 0.47346938775510206,
            "acc_norm_stderr": 0.03196412734523272
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.6413502109704642,
            "acc_stderr": 0.031219569445301843,
            "acc_norm": 0.6413502109704642,
            "acc_norm_stderr": 0.031219569445301843
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.31877444589308995,
            "acc_stderr": 0.011901895635786084,
            "acc_norm": 0.31877444589308995,
            "acc_norm_stderr": 0.011901895635786084
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4950980392156863,
            "acc_stderr": 0.03509143375606786,
            "acc_norm": 0.4950980392156863,
            "acc_norm_stderr": 0.03509143375606786
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.5454545454545454,
            "acc_stderr": 0.03888176921674101,
            "acc_norm": 0.5454545454545454,
            "acc_norm_stderr": 0.03888176921674101
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.28518971848225216,
            "mc1_stderr": 0.015805827874454895,
            "mc2": 0.4453706082481084,
            "mc2_stderr": 0.015180178951498797
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5926800472255017,
            "acc_stderr": 0.01689245669519127,
            "acc_norm": 0.6304604486422668,
            "acc_norm_stderr": 0.016594883405685438
        }
    },
    "versions": {
        "all": 0,
        "harness|ko_arc_challenge|25": 0,
        "harness|ko_hellaswag|10": 0,
        "harness|ko_mmlu_world_religions|5": 1,
        "harness|ko_mmlu_management|5": 1,
        "harness|ko_mmlu_miscellaneous|5": 1,
        "harness|ko_mmlu_anatomy|5": 1,
        "harness|ko_mmlu_abstract_algebra|5": 1,
        "harness|ko_mmlu_conceptual_physics|5": 1,
        "harness|ko_mmlu_virology|5": 1,
        "harness|ko_mmlu_philosophy|5": 1,
        "harness|ko_mmlu_human_aging|5": 1,
        "harness|ko_mmlu_human_sexuality|5": 1,
        "harness|ko_mmlu_medical_genetics|5": 1,
        "harness|ko_mmlu_high_school_geography|5": 1,
        "harness|ko_mmlu_electrical_engineering|5": 1,
        "harness|ko_mmlu_college_physics|5": 1,
        "harness|ko_mmlu_high_school_microeconomics|5": 1,
        "harness|ko_mmlu_high_school_macroeconomics|5": 1,
        "harness|ko_mmlu_computer_security|5": 1,
        "harness|ko_mmlu_global_facts|5": 1,
        "harness|ko_mmlu_jurisprudence|5": 1,
        "harness|ko_mmlu_high_school_chemistry|5": 1,
        "harness|ko_mmlu_high_school_biology|5": 1,
        "harness|ko_mmlu_marketing|5": 1,
        "harness|ko_mmlu_clinical_knowledge|5": 1,
        "harness|ko_mmlu_public_relations|5": 1,
        "harness|ko_mmlu_high_school_mathematics|5": 1,
        "harness|ko_mmlu_high_school_physics|5": 1,
        "harness|ko_mmlu_sociology|5": 1,
        "harness|ko_mmlu_college_medicine|5": 1,
        "harness|ko_mmlu_elementary_mathematics|5": 1,
        "harness|ko_mmlu_college_biology|5": 1,
        "harness|ko_mmlu_college_chemistry|5": 1,
        "harness|ko_mmlu_us_foreign_policy|5": 1,
        "harness|ko_mmlu_moral_disputes|5": 1,
        "harness|ko_mmlu_logical_fallacies|5": 1,
        "harness|ko_mmlu_prehistory|5": 1,
        "harness|ko_mmlu_college_mathematics|5": 1,
        "harness|ko_mmlu_high_school_government_and_politics|5": 1,
        "harness|ko_mmlu_econometrics|5": 1,
        "harness|ko_mmlu_high_school_psychology|5": 1,
        "harness|ko_mmlu_formal_logic|5": 1,
        "harness|ko_mmlu_nutrition|5": 1,
        "harness|ko_mmlu_business_ethics|5": 1,
        "harness|ko_mmlu_international_law|5": 1,
        "harness|ko_mmlu_astronomy|5": 1,
        "harness|ko_mmlu_professional_psychology|5": 1,
        "harness|ko_mmlu_professional_accounting|5": 1,
        "harness|ko_mmlu_machine_learning|5": 1,
        "harness|ko_mmlu_high_school_statistics|5": 1,
        "harness|ko_mmlu_moral_scenarios|5": 1,
        "harness|ko_mmlu_college_computer_science|5": 1,
        "harness|ko_mmlu_high_school_computer_science|5": 1,
        "harness|ko_mmlu_professional_medicine|5": 1,
        "harness|ko_mmlu_security_studies|5": 1,
        "harness|ko_mmlu_high_school_world_history|5": 1,
        "harness|ko_mmlu_professional_law|5": 1,
        "harness|ko_mmlu_high_school_us_history|5": 1,
        "harness|ko_mmlu_high_school_european_history|5": 1,
        "harness|ko_truthfulqa_mc|0": 0,
        "harness|ko_commongen_v2|2": 1
    },
    "config_general": {
        "model_name": "GAI-LLM/Yi-Ko-6B-dpo-v4",
        "model_sha": "88d9402eaf923e49b72f09ecefca91705e3e3d01",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}