File size: 17,888 Bytes
a60e67c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3848122866894198,
            "acc_stderr": 0.014218371065251095,
            "acc_norm": 0.4402730375426621,
            "acc_norm_stderr": 0.014506769524804243
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4190400318661621,
            "acc_stderr": 0.0049239357498424945,
            "acc_norm": 0.5560645289782912,
            "acc_norm_stderr": 0.004958314114266494
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.5614035087719298,
            "acc_stderr": 0.038057975055904594,
            "acc_norm": 0.5614035087719298,
            "acc_norm_stderr": 0.038057975055904594
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.6019417475728155,
            "acc_stderr": 0.04846748253977238,
            "acc_norm": 0.6019417475728155,
            "acc_norm_stderr": 0.04846748253977238
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5287356321839081,
            "acc_stderr": 0.017850410794380173,
            "acc_norm": 0.5287356321839081,
            "acc_norm_stderr": 0.017850410794380173
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.4222222222222222,
            "acc_stderr": 0.04266763404099582,
            "acc_norm": 0.4222222222222222,
            "acc_norm_stderr": 0.04266763404099582
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.28,
            "acc_stderr": 0.045126085985421276,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.045126085985421276
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.3404255319148936,
            "acc_stderr": 0.030976692998534443,
            "acc_norm": 0.3404255319148936,
            "acc_norm_stderr": 0.030976692998534443
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.39759036144578314,
            "acc_stderr": 0.038099730845402184,
            "acc_norm": 0.39759036144578314,
            "acc_norm_stderr": 0.038099730845402184
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.5273311897106109,
            "acc_stderr": 0.028355633568328188,
            "acc_norm": 0.5273311897106109,
            "acc_norm_stderr": 0.028355633568328188
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.4798206278026906,
            "acc_stderr": 0.033530461674123,
            "acc_norm": 0.4798206278026906,
            "acc_norm_stderr": 0.033530461674123
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.5114503816793893,
            "acc_stderr": 0.043841400240780176,
            "acc_norm": 0.5114503816793893,
            "acc_norm_stderr": 0.043841400240780176
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5353535353535354,
            "acc_stderr": 0.03553436368828061,
            "acc_norm": 0.5353535353535354,
            "acc_norm_stderr": 0.03553436368828061
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4827586206896552,
            "acc_stderr": 0.04164188720169377,
            "acc_norm": 0.4827586206896552,
            "acc_norm_stderr": 0.04164188720169377
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.23529411764705882,
            "acc_stderr": 0.04220773659171452,
            "acc_norm": 0.23529411764705882,
            "acc_norm_stderr": 0.04220773659171452
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.49159663865546216,
            "acc_stderr": 0.03247390276569669,
            "acc_norm": 0.49159663865546216,
            "acc_norm_stderr": 0.03247390276569669
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.46153846153846156,
            "acc_stderr": 0.025275892070240634,
            "acc_norm": 0.46153846153846156,
            "acc_norm_stderr": 0.025275892070240634
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.45,
            "acc_stderr": 0.05,
            "acc_norm": 0.45,
            "acc_norm_stderr": 0.05
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.37,
            "acc_stderr": 0.048523658709391,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.048523658709391
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.5277777777777778,
            "acc_stderr": 0.04826217294139894,
            "acc_norm": 0.5277777777777778,
            "acc_norm_stderr": 0.04826217294139894
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3399014778325123,
            "acc_stderr": 0.033327690684107895,
            "acc_norm": 0.3399014778325123,
            "acc_norm_stderr": 0.033327690684107895
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.4806451612903226,
            "acc_stderr": 0.0284226874043121,
            "acc_norm": 0.4806451612903226,
            "acc_norm_stderr": 0.0284226874043121
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6752136752136753,
            "acc_stderr": 0.03067902276549883,
            "acc_norm": 0.6752136752136753,
            "acc_norm_stderr": 0.03067902276549883
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.47547169811320755,
            "acc_stderr": 0.030735822206205615,
            "acc_norm": 0.47547169811320755,
            "acc_norm_stderr": 0.030735822206205615
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.5454545454545454,
            "acc_stderr": 0.04769300568972745,
            "acc_norm": 0.5454545454545454,
            "acc_norm_stderr": 0.04769300568972745
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2777777777777778,
            "acc_stderr": 0.027309140588230172,
            "acc_norm": 0.2777777777777778,
            "acc_norm_stderr": 0.027309140588230172
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.33112582781456956,
            "acc_stderr": 0.038425817186598696,
            "acc_norm": 0.33112582781456956,
            "acc_norm_stderr": 0.038425817186598696
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5671641791044776,
            "acc_stderr": 0.03503490923673282,
            "acc_norm": 0.5671641791044776,
            "acc_norm_stderr": 0.03503490923673282
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.4393063583815029,
            "acc_stderr": 0.037842719328874674,
            "acc_norm": 0.4393063583815029,
            "acc_norm_stderr": 0.037842719328874674
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.0242785680243077,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.0242785680243077
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.4027777777777778,
            "acc_stderr": 0.04101405519842425,
            "acc_norm": 0.4027777777777778,
            "acc_norm_stderr": 0.04101405519842425
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.34,
            "acc_stderr": 0.047609522856952344,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.047609522856952344
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.63,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.63,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.49421965317919075,
            "acc_stderr": 0.026917296179149116,
            "acc_norm": 0.49421965317919075,
            "acc_norm_stderr": 0.026917296179149116
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.48466257668711654,
            "acc_stderr": 0.039265223787088445,
            "acc_norm": 0.48466257668711654,
            "acc_norm_stderr": 0.039265223787088445
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.49074074074074076,
            "acc_stderr": 0.027815973433878014,
            "acc_norm": 0.49074074074074076,
            "acc_norm_stderr": 0.027815973433878014
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.3,
            "acc_stderr": 0.04605661864718381,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.04605661864718381
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.5440414507772021,
            "acc_stderr": 0.03594413711272436,
            "acc_norm": 0.5440414507772021,
            "acc_norm_stderr": 0.03594413711272436
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2543859649122807,
            "acc_stderr": 0.040969851398436716,
            "acc_norm": 0.2543859649122807,
            "acc_norm_stderr": 0.040969851398436716
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.5559633027522936,
            "acc_stderr": 0.021302621211654518,
            "acc_norm": 0.5559633027522936,
            "acc_norm_stderr": 0.021302621211654518
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.30158730158730157,
            "acc_stderr": 0.04104947269903394,
            "acc_norm": 0.30158730158730157,
            "acc_norm_stderr": 0.04104947269903394
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.4673202614379085,
            "acc_stderr": 0.028568699752225875,
            "acc_norm": 0.4673202614379085,
            "acc_norm_stderr": 0.028568699752225875
        },
        "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": 0.7272727272727273,
            "acc_stderr": 0.04065578140908705,
            "acc_norm": 0.7272727272727273,
            "acc_norm_stderr": 0.04065578140908705
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.47368421052631576,
            "acc_stderr": 0.04063302731486671,
            "acc_norm": 0.47368421052631576,
            "acc_norm_stderr": 0.04063302731486671
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3741830065359477,
            "acc_stderr": 0.019576953122088833,
            "acc_norm": 0.3741830065359477,
            "acc_norm_stderr": 0.019576953122088833
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.31560283687943264,
            "acc_stderr": 0.027724989449509314,
            "acc_norm": 0.31560283687943264,
            "acc_norm_stderr": 0.027724989449509314
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.22321428571428573,
            "acc_stderr": 0.039523019677025116,
            "acc_norm": 0.22321428571428573,
            "acc_norm_stderr": 0.039523019677025116
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.4074074074074074,
            "acc_stderr": 0.033509916046960436,
            "acc_norm": 0.4074074074074074,
            "acc_norm_stderr": 0.033509916046960436
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.264804469273743,
            "acc_stderr": 0.014756906483260664,
            "acc_norm": 0.264804469273743,
            "acc_norm_stderr": 0.014756906483260664
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.39705882352941174,
            "acc_stderr": 0.029722152099280058,
            "acc_norm": 0.39705882352941174,
            "acc_norm_stderr": 0.029722152099280058
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.49387755102040815,
            "acc_stderr": 0.032006820201639086,
            "acc_norm": 0.49387755102040815,
            "acc_norm_stderr": 0.032006820201639086
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5738396624472574,
            "acc_stderr": 0.03219035703131774,
            "acc_norm": 0.5738396624472574,
            "acc_norm_stderr": 0.03219035703131774
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.35071707953063885,
            "acc_stderr": 0.012187773370741518,
            "acc_norm": 0.35071707953063885,
            "acc_norm_stderr": 0.012187773370741518
        },
        "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": 0.5696969696969697,
            "acc_stderr": 0.03866225962879077,
            "acc_norm": 0.5696969696969697,
            "acc_norm_stderr": 0.03866225962879077
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.27539779681762544,
            "mc1_stderr": 0.015638135667775523,
            "mc2": 0.44227632802507094,
            "mc2_stderr": 0.015242459306682204
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5088547815820543,
            "acc_stderr": 0.017187658199336743,
            "acc_norm": 0.5608028335301063,
            "acc_norm_stderr": 0.017062775744780705
        }
    },
    "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": "42MARU/GenAI-llama2-ko-en-instruct-v2-13b",
        "model_sha": "9f429309fc6b939d08c659ab4666f6e80324dcd1",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}