File size: 17,930 Bytes
27c8b6e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.30887372013651876,
            "acc_stderr": 0.013501770929344003,
            "acc_norm": 0.3515358361774744,
            "acc_norm_stderr": 0.013952413699600933
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.391256721768572,
            "acc_stderr": 0.004870342592915049,
            "acc_norm": 0.5038836885082653,
            "acc_norm_stderr": 0.004989630887066195
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.28654970760233917,
            "acc_stderr": 0.034678266857038245,
            "acc_norm": 0.28654970760233917,
            "acc_norm_stderr": 0.034678266857038245
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.1941747572815534,
            "acc_stderr": 0.03916667762822584,
            "acc_norm": 0.1941747572815534,
            "acc_norm_stderr": 0.03916667762822584
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.26309067688378035,
            "acc_stderr": 0.015745497169049057,
            "acc_norm": 0.26309067688378035,
            "acc_norm_stderr": 0.015745497169049057
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.04072314811876837,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.04072314811876837
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.3,
            "acc_stderr": 0.04605661864718381,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.04605661864718381
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.20851063829787234,
            "acc_stderr": 0.026556982117838752,
            "acc_norm": 0.20851063829787234,
            "acc_norm_stderr": 0.026556982117838752
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.20481927710843373,
            "acc_stderr": 0.03141784291663926,
            "acc_norm": 0.20481927710843373,
            "acc_norm_stderr": 0.03141784291663926
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.2990353697749196,
            "acc_stderr": 0.02600330111788514,
            "acc_norm": 0.2990353697749196,
            "acc_norm_stderr": 0.02600330111788514
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.2062780269058296,
            "acc_stderr": 0.027157150479563824,
            "acc_norm": 0.2062780269058296,
            "acc_norm_stderr": 0.027157150479563824
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2366412213740458,
            "acc_stderr": 0.03727673575596916,
            "acc_norm": 0.2366412213740458,
            "acc_norm_stderr": 0.03727673575596916
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.2,
            "acc_stderr": 0.04020151261036845,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.04020151261036845
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.25252525252525254,
            "acc_stderr": 0.030954055470365907,
            "acc_norm": 0.25252525252525254,
            "acc_norm_stderr": 0.030954055470365907
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.296551724137931,
            "acc_stderr": 0.03806142687309994,
            "acc_norm": 0.296551724137931,
            "acc_norm_stderr": 0.03806142687309994
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.21568627450980393,
            "acc_stderr": 0.04092563958237657,
            "acc_norm": 0.21568627450980393,
            "acc_norm_stderr": 0.04092563958237657
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.21008403361344538,
            "acc_stderr": 0.026461398717471874,
            "acc_norm": 0.21008403361344538,
            "acc_norm_stderr": 0.026461398717471874
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.21025641025641026,
            "acc_stderr": 0.020660597485026928,
            "acc_norm": 0.21025641025641026,
            "acc_norm_stderr": 0.020660597485026928
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.23148148148148148,
            "acc_stderr": 0.04077494709252627,
            "acc_norm": 0.23148148148148148,
            "acc_norm_stderr": 0.04077494709252627
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.27586206896551724,
            "acc_stderr": 0.03144712581678242,
            "acc_norm": 0.27586206896551724,
            "acc_norm_stderr": 0.03144712581678242
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.25161290322580643,
            "acc_stderr": 0.024685979286239956,
            "acc_norm": 0.25161290322580643,
            "acc_norm_stderr": 0.024685979286239956
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.2564102564102564,
            "acc_stderr": 0.028605953702004253,
            "acc_norm": 0.2564102564102564,
            "acc_norm_stderr": 0.028605953702004253
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.22264150943396227,
            "acc_stderr": 0.025604233470899098,
            "acc_norm": 0.22264150943396227,
            "acc_norm_stderr": 0.025604233470899098
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.20909090909090908,
            "acc_stderr": 0.03895091015724135,
            "acc_norm": 0.20909090909090908,
            "acc_norm_stderr": 0.03895091015724135
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.26666666666666666,
            "acc_stderr": 0.026962424325073838,
            "acc_norm": 0.26666666666666666,
            "acc_norm_stderr": 0.026962424325073838
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2847682119205298,
            "acc_stderr": 0.03684881521389023,
            "acc_norm": 0.2847682119205298,
            "acc_norm_stderr": 0.03684881521389023
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.25870646766169153,
            "acc_stderr": 0.03096590312357301,
            "acc_norm": 0.25870646766169153,
            "acc_norm_stderr": 0.03096590312357301
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.23699421965317918,
            "acc_stderr": 0.03242414757483098,
            "acc_norm": 0.23699421965317918,
            "acc_norm_stderr": 0.03242414757483098
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2751322751322751,
            "acc_stderr": 0.02300008685906865,
            "acc_norm": 0.2751322751322751,
            "acc_norm_stderr": 0.02300008685906865
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2569444444444444,
            "acc_stderr": 0.03653946969442099,
            "acc_norm": 0.2569444444444444,
            "acc_norm_stderr": 0.03653946969442099
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.2,
            "acc_stderr": 0.04020151261036846,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.04020151261036846
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.2947976878612717,
            "acc_stderr": 0.02454761779480383,
            "acc_norm": 0.2947976878612717,
            "acc_norm_stderr": 0.02454761779480383
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.3006134969325153,
            "acc_stderr": 0.03602511318806771,
            "acc_norm": 0.3006134969325153,
            "acc_norm_stderr": 0.03602511318806771
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.2932098765432099,
            "acc_stderr": 0.025329888171900926,
            "acc_norm": 0.2932098765432099,
            "acc_norm_stderr": 0.025329888171900926
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.27,
            "acc_stderr": 0.044619604333847394,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.044619604333847394
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.22797927461139897,
            "acc_stderr": 0.030276909945178256,
            "acc_norm": 0.22797927461139897,
            "acc_norm_stderr": 0.030276909945178256
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.24561403508771928,
            "acc_stderr": 0.04049339297748141,
            "acc_norm": 0.24561403508771928,
            "acc_norm_stderr": 0.04049339297748141
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.22752293577981653,
            "acc_stderr": 0.0179744635787765,
            "acc_norm": 0.22752293577981653,
            "acc_norm_stderr": 0.0179744635787765
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.1984126984126984,
            "acc_stderr": 0.03567016675276863,
            "acc_norm": 0.1984126984126984,
            "acc_norm_stderr": 0.03567016675276863
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.2647058823529412,
            "acc_stderr": 0.025261691219729487,
            "acc_norm": 0.2647058823529412,
            "acc_norm_stderr": 0.025261691219729487
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.23,
            "acc_stderr": 0.04229525846816506,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.04229525846816506
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.371900826446281,
            "acc_stderr": 0.04412015806624503,
            "acc_norm": 0.371900826446281,
            "acc_norm_stderr": 0.04412015806624503
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.3092105263157895,
            "acc_stderr": 0.03761070869867479,
            "acc_norm": 0.3092105263157895,
            "acc_norm_stderr": 0.03761070869867479
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.2761437908496732,
            "acc_stderr": 0.018087276935663133,
            "acc_norm": 0.2761437908496732,
            "acc_norm_stderr": 0.018087276935663133
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.25886524822695034,
            "acc_stderr": 0.026129572527180848,
            "acc_norm": 0.25886524822695034,
            "acc_norm_stderr": 0.026129572527180848
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.24107142857142858,
            "acc_stderr": 0.04059867246952689,
            "acc_norm": 0.24107142857142858,
            "acc_norm_stderr": 0.04059867246952689
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.2175925925925926,
            "acc_stderr": 0.028139689444859676,
            "acc_norm": 0.2175925925925926,
            "acc_norm_stderr": 0.028139689444859676
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24692737430167597,
            "acc_stderr": 0.014422292204808852,
            "acc_norm": 0.24692737430167597,
            "acc_norm_stderr": 0.014422292204808852
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.26,
            "acc_stderr": 0.044084400227680794,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.044084400227680794
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.16544117647058823,
            "acc_stderr": 0.022571771025494757,
            "acc_norm": 0.16544117647058823,
            "acc_norm_stderr": 0.022571771025494757
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.23265306122448978,
            "acc_stderr": 0.02704925791589618,
            "acc_norm": 0.23265306122448978,
            "acc_norm_stderr": 0.02704925791589618
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.29957805907172996,
            "acc_stderr": 0.0298180247497531,
            "acc_norm": 0.29957805907172996,
            "acc_norm_stderr": 0.0298180247497531
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.25945241199478486,
            "acc_stderr": 0.011195262076350309,
            "acc_norm": 0.25945241199478486,
            "acc_norm_stderr": 0.011195262076350309
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.27450980392156865,
            "acc_stderr": 0.031321798030832904,
            "acc_norm": 0.27450980392156865,
            "acc_norm_stderr": 0.031321798030832904
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.2909090909090909,
            "acc_stderr": 0.03546563019624337,
            "acc_norm": 0.2909090909090909,
            "acc_norm_stderr": 0.03546563019624337
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.23011015911872704,
            "mc1_stderr": 0.01473455795980776,
            "mc2": 0.38739814063055383,
            "mc2_stderr": 0.01474443864761987
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.2939787485242031,
            "acc_stderr": 0.015663242569091115,
            "acc_norm": 0.33884297520661155,
            "acc_norm_stderr": 0.016272952997019124
        }
    },
    "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": "MarkrAI/kyujin-Poly-platypus-ko-12.8b",
        "model_sha": "cc48d722e28e785ef32b05f4ef0246df177af942",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}