File size: 17,938 Bytes
0dc732d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3916382252559727,
            "acc_stderr": 0.014264122124938213,
            "acc_norm": 0.4564846416382253,
            "acc_norm_stderr": 0.014555949760496435
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.42272455686118304,
            "acc_stderr": 0.00492982833760698,
            "acc_norm": 0.5592511451902011,
            "acc_norm_stderr": 0.004954622308739005
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.47953216374269003,
            "acc_stderr": 0.0383161053282193,
            "acc_norm": 0.47953216374269003,
            "acc_norm_stderr": 0.0383161053282193
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.46601941747572817,
            "acc_stderr": 0.04939291447273481,
            "acc_norm": 0.46601941747572817,
            "acc_norm_stderr": 0.04939291447273481
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5146871008939975,
            "acc_stderr": 0.017872248024429122,
            "acc_norm": 0.5146871008939975,
            "acc_norm_stderr": 0.017872248024429122
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.45185185185185184,
            "acc_stderr": 0.04299268905480863,
            "acc_norm": 0.45185185185185184,
            "acc_norm_stderr": 0.04299268905480863
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206824,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206824
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.4297872340425532,
            "acc_stderr": 0.03236214467715564,
            "acc_norm": 0.4297872340425532,
            "acc_norm_stderr": 0.03236214467715564
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.40963855421686746,
            "acc_stderr": 0.038284011150790206,
            "acc_norm": 0.40963855421686746,
            "acc_norm_stderr": 0.038284011150790206
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4887459807073955,
            "acc_stderr": 0.028390897396863537,
            "acc_norm": 0.4887459807073955,
            "acc_norm_stderr": 0.028390897396863537
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.515695067264574,
            "acc_stderr": 0.0335412657542081,
            "acc_norm": 0.515695067264574,
            "acc_norm_stderr": 0.0335412657542081
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4351145038167939,
            "acc_stderr": 0.04348208051644858,
            "acc_norm": 0.4351145038167939,
            "acc_norm_stderr": 0.04348208051644858
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001974,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001974
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5050505050505051,
            "acc_stderr": 0.035621707606254015,
            "acc_norm": 0.5050505050505051,
            "acc_norm_stderr": 0.035621707606254015
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.35172413793103446,
            "acc_stderr": 0.03979236637497411,
            "acc_norm": 0.35172413793103446,
            "acc_norm_stderr": 0.03979236637497411
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.21568627450980393,
            "acc_stderr": 0.04092563958237655,
            "acc_norm": 0.21568627450980393,
            "acc_norm_stderr": 0.04092563958237655
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.3697478991596639,
            "acc_stderr": 0.031357095996135904,
            "acc_norm": 0.3697478991596639,
            "acc_norm_stderr": 0.031357095996135904
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.38974358974358975,
            "acc_stderr": 0.024726967886647074,
            "acc_norm": 0.38974358974358975,
            "acc_norm_stderr": 0.024726967886647074
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.52,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.52,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.5185185185185185,
            "acc_stderr": 0.04830366024635331,
            "acc_norm": 0.5185185185185185,
            "acc_norm_stderr": 0.04830366024635331
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3842364532019704,
            "acc_stderr": 0.0342239856565755,
            "acc_norm": 0.3842364532019704,
            "acc_norm_stderr": 0.0342239856565755
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.43548387096774194,
            "acc_stderr": 0.028206225591502737,
            "acc_norm": 0.43548387096774194,
            "acc_norm_stderr": 0.028206225591502737
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6410256410256411,
            "acc_stderr": 0.03142616993791924,
            "acc_norm": 0.6410256410256411,
            "acc_norm_stderr": 0.03142616993791924
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.43018867924528303,
            "acc_stderr": 0.030471445867183238,
            "acc_norm": 0.43018867924528303,
            "acc_norm_stderr": 0.030471445867183238
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.44545454545454544,
            "acc_stderr": 0.047605488214603246,
            "acc_norm": 0.44545454545454544,
            "acc_norm_stderr": 0.047605488214603246
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.24444444444444444,
            "acc_stderr": 0.026202766534652148,
            "acc_norm": 0.24444444444444444,
            "acc_norm_stderr": 0.026202766534652148
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2582781456953642,
            "acc_stderr": 0.035737053147634576,
            "acc_norm": 0.2582781456953642,
            "acc_norm_stderr": 0.035737053147634576
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.527363184079602,
            "acc_stderr": 0.03530235517334682,
            "acc_norm": 0.527363184079602,
            "acc_norm_stderr": 0.03530235517334682
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3815028901734104,
            "acc_stderr": 0.03703851193099522,
            "acc_norm": 0.3815028901734104,
            "acc_norm_stderr": 0.03703851193099522
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2698412698412698,
            "acc_stderr": 0.022860838309232072,
            "acc_norm": 0.2698412698412698,
            "acc_norm_stderr": 0.022860838309232072
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.039420826399272135,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.039420826399272135
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252606,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252606
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.61,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.61,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.48265895953757226,
            "acc_stderr": 0.026902900458666647,
            "acc_norm": 0.48265895953757226,
            "acc_norm_stderr": 0.026902900458666647
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.44171779141104295,
            "acc_stderr": 0.03901591825836184,
            "acc_norm": 0.44171779141104295,
            "acc_norm_stderr": 0.03901591825836184
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.44753086419753085,
            "acc_stderr": 0.027667138569422708,
            "acc_norm": 0.44753086419753085,
            "acc_norm_stderr": 0.027667138569422708
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206845,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206845
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.49740932642487046,
            "acc_stderr": 0.03608390745384486,
            "acc_norm": 0.49740932642487046,
            "acc_norm_stderr": 0.03608390745384486
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2719298245614035,
            "acc_stderr": 0.041857744240220575,
            "acc_norm": 0.2719298245614035,
            "acc_norm_stderr": 0.041857744240220575
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.48807339449541287,
            "acc_stderr": 0.021431223617362233,
            "acc_norm": 0.48807339449541287,
            "acc_norm_stderr": 0.021431223617362233
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.23809523809523808,
            "acc_stderr": 0.038095238095238106,
            "acc_norm": 0.23809523809523808,
            "acc_norm_stderr": 0.038095238095238106
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.4019607843137255,
            "acc_stderr": 0.028074158947600663,
            "acc_norm": 0.4019607843137255,
            "acc_norm_stderr": 0.028074158947600663
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.43,
            "acc_stderr": 0.049756985195624284,
            "acc_norm": 0.43,
            "acc_norm_stderr": 0.049756985195624284
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5371900826446281,
            "acc_stderr": 0.04551711196104218,
            "acc_norm": 0.5371900826446281,
            "acc_norm_stderr": 0.04551711196104218
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.3355263157894737,
            "acc_stderr": 0.038424985593952694,
            "acc_norm": 0.3355263157894737,
            "acc_norm_stderr": 0.038424985593952694
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.37254901960784315,
            "acc_stderr": 0.019559646809215923,
            "acc_norm": 0.37254901960784315,
            "acc_norm_stderr": 0.019559646809215923
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.30141843971631205,
            "acc_stderr": 0.02737412888263115,
            "acc_norm": 0.30141843971631205,
            "acc_norm_stderr": 0.02737412888263115
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.25892857142857145,
            "acc_stderr": 0.04157751539865629,
            "acc_norm": 0.25892857142857145,
            "acc_norm_stderr": 0.04157751539865629
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.2777777777777778,
            "acc_stderr": 0.030546745264953195,
            "acc_norm": 0.2777777777777778,
            "acc_norm_stderr": 0.030546745264953195
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2435754189944134,
            "acc_stderr": 0.014355911964767857,
            "acc_norm": 0.2435754189944134,
            "acc_norm_stderr": 0.014355911964767857
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252605,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252605
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.43,
            "acc_stderr": 0.049756985195624284,
            "acc_norm": 0.43,
            "acc_norm_stderr": 0.049756985195624284
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.33088235294117646,
            "acc_stderr": 0.02858270975389843,
            "acc_norm": 0.33088235294117646,
            "acc_norm_stderr": 0.02858270975389843
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.44081632653061226,
            "acc_stderr": 0.03178419114175364,
            "acc_norm": 0.44081632653061226,
            "acc_norm_stderr": 0.03178419114175364
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5569620253164557,
            "acc_stderr": 0.03233532777533484,
            "acc_norm": 0.5569620253164557,
            "acc_norm_stderr": 0.03233532777533484
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.32529335071707954,
            "acc_stderr": 0.011965311536571528,
            "acc_norm": 0.32529335071707954,
            "acc_norm_stderr": 0.011965311536571528
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4362745098039216,
            "acc_stderr": 0.03480693138457039,
            "acc_norm": 0.4362745098039216,
            "acc_norm_stderr": 0.03480693138457039
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.5333333333333333,
            "acc_stderr": 0.03895658065271846,
            "acc_norm": 0.5333333333333333,
            "acc_norm_stderr": 0.03895658065271846
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.3084455324357405,
            "mc1_stderr": 0.01616803938315687,
            "mc2": 0.4532384559135145,
            "mc2_stderr": 0.015485047009493541
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.4793388429752066,
            "acc_stderr": 0.017175671279836446,
            "acc_norm": 0.5301062573789846,
            "acc_norm_stderr": 0.017159163590170223
        }
    },
    "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-v7-13B",
        "model_sha": "40b2f1775ec5f92bfa8191fda6bb5f7c78564b3c",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}