File size: 17,900 Bytes
182de3f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.35921501706484643,
            "acc_stderr": 0.014020224155839162,
            "acc_norm": 0.4206484641638225,
            "acc_norm_stderr": 0.0144262112525084
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4087831109340769,
            "acc_stderr": 0.004906043613013394,
            "acc_norm": 0.5447122087233619,
            "acc_norm_stderr": 0.004969790407117533
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4853801169590643,
            "acc_stderr": 0.038331852752130205,
            "acc_norm": 0.4853801169590643,
            "acc_norm_stderr": 0.038331852752130205
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.4368932038834951,
            "acc_stderr": 0.04911147107365777,
            "acc_norm": 0.4368932038834951,
            "acc_norm_stderr": 0.04911147107365777
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.4367816091954023,
            "acc_stderr": 0.017736470837800684,
            "acc_norm": 0.4367816091954023,
            "acc_norm_stderr": 0.017736470837800684
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.26666666666666666,
            "acc_stderr": 0.03820169914517905,
            "acc_norm": 0.26666666666666666,
            "acc_norm_stderr": 0.03820169914517905
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542128,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542128
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.3276595744680851,
            "acc_stderr": 0.030683020843231008,
            "acc_norm": 0.3276595744680851,
            "acc_norm_stderr": 0.030683020843231008
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.40963855421686746,
            "acc_stderr": 0.0382840111507902,
            "acc_norm": 0.40963855421686746,
            "acc_norm_stderr": 0.0382840111507902
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.3633440514469453,
            "acc_stderr": 0.02731684767419271,
            "acc_norm": 0.3633440514469453,
            "acc_norm_stderr": 0.02731684767419271
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.49327354260089684,
            "acc_stderr": 0.033554765962343545,
            "acc_norm": 0.49327354260089684,
            "acc_norm_stderr": 0.033554765962343545
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.3893129770992366,
            "acc_stderr": 0.04276486542814591,
            "acc_norm": 0.3893129770992366,
            "acc_norm_stderr": 0.04276486542814591
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.3787878787878788,
            "acc_stderr": 0.03456088731993747,
            "acc_norm": 0.3787878787878788,
            "acc_norm_stderr": 0.03456088731993747
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.27586206896551724,
            "acc_stderr": 0.03724563619774633,
            "acc_norm": 0.27586206896551724,
            "acc_norm_stderr": 0.03724563619774633
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.20588235294117646,
            "acc_stderr": 0.04023382273617747,
            "acc_norm": 0.20588235294117646,
            "acc_norm_stderr": 0.04023382273617747
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.3235294117647059,
            "acc_stderr": 0.030388353551886845,
            "acc_norm": 0.3235294117647059,
            "acc_norm_stderr": 0.030388353551886845
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.32564102564102565,
            "acc_stderr": 0.02375966576741229,
            "acc_norm": 0.32564102564102565,
            "acc_norm_stderr": 0.02375966576741229
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.36,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.26,
            "acc_stderr": 0.044084400227680794,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.044084400227680794
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.4166666666666667,
            "acc_stderr": 0.04766075165356461,
            "acc_norm": 0.4166666666666667,
            "acc_norm_stderr": 0.04766075165356461
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.21674876847290642,
            "acc_stderr": 0.02899033125251624,
            "acc_norm": 0.21674876847290642,
            "acc_norm_stderr": 0.02899033125251624
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.2967741935483871,
            "acc_stderr": 0.02598850079241187,
            "acc_norm": 0.2967741935483871,
            "acc_norm_stderr": 0.02598850079241187
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.5982905982905983,
            "acc_stderr": 0.03211693751051621,
            "acc_norm": 0.5982905982905983,
            "acc_norm_stderr": 0.03211693751051621
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.30566037735849055,
            "acc_stderr": 0.028353298073322666,
            "acc_norm": 0.30566037735849055,
            "acc_norm_stderr": 0.028353298073322666
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.4,
            "acc_stderr": 0.0469237132203465,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.0469237132203465
        },
        "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": 0.19205298013245034,
            "acc_stderr": 0.032162984205936135,
            "acc_norm": 0.19205298013245034,
            "acc_norm_stderr": 0.032162984205936135
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.46766169154228854,
            "acc_stderr": 0.035281314729336065,
            "acc_norm": 0.46766169154228854,
            "acc_norm_stderr": 0.035281314729336065
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.24855491329479767,
            "acc_stderr": 0.03295304696818318,
            "acc_norm": 0.24855491329479767,
            "acc_norm_stderr": 0.03295304696818318
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.21693121693121692,
            "acc_stderr": 0.021227082449445045,
            "acc_norm": 0.21693121693121692,
            "acc_norm_stderr": 0.021227082449445045
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3472222222222222,
            "acc_stderr": 0.03981240543717862,
            "acc_norm": 0.3472222222222222,
            "acc_norm_stderr": 0.03981240543717862
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.19,
            "acc_stderr": 0.03942772444036623,
            "acc_norm": 0.19,
            "acc_norm_stderr": 0.03942772444036623
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.5,
            "acc_stderr": 0.050251890762960605,
            "acc_norm": 0.5,
            "acc_norm_stderr": 0.050251890762960605
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.36416184971098264,
            "acc_stderr": 0.025906632631016124,
            "acc_norm": 0.36416184971098264,
            "acc_norm_stderr": 0.025906632631016124
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.26993865030674846,
            "acc_stderr": 0.034878251684978906,
            "acc_norm": 0.26993865030674846,
            "acc_norm_stderr": 0.034878251684978906
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.37037037037037035,
            "acc_stderr": 0.026869490744815254,
            "acc_norm": 0.37037037037037035,
            "acc_norm_stderr": 0.026869490744815254
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.22,
            "acc_stderr": 0.0416333199893227,
            "acc_norm": 0.22,
            "acc_norm_stderr": 0.0416333199893227
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.41450777202072536,
            "acc_stderr": 0.03555300319557672,
            "acc_norm": 0.41450777202072536,
            "acc_norm_stderr": 0.03555300319557672
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.21052631578947367,
            "acc_stderr": 0.0383515395439942,
            "acc_norm": 0.21052631578947367,
            "acc_norm_stderr": 0.0383515395439942
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.3394495412844037,
            "acc_stderr": 0.02030210934266235,
            "acc_norm": 0.3394495412844037,
            "acc_norm_stderr": 0.02030210934266235
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2619047619047619,
            "acc_stderr": 0.03932537680392871,
            "acc_norm": 0.2619047619047619,
            "acc_norm_stderr": 0.03932537680392871
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.3300653594771242,
            "acc_stderr": 0.026925654653615686,
            "acc_norm": 0.3300653594771242,
            "acc_norm_stderr": 0.026925654653615686
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.44,
            "acc_stderr": 0.04988876515698589,
            "acc_norm": 0.44,
            "acc_norm_stderr": 0.04988876515698589
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.6033057851239669,
            "acc_stderr": 0.044658697805310094,
            "acc_norm": 0.6033057851239669,
            "acc_norm_stderr": 0.044658697805310094
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.32894736842105265,
            "acc_stderr": 0.03823428969926604,
            "acc_norm": 0.32894736842105265,
            "acc_norm_stderr": 0.03823428969926604
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3366013071895425,
            "acc_stderr": 0.01911721391149517,
            "acc_norm": 0.3366013071895425,
            "acc_norm_stderr": 0.01911721391149517
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.2695035460992908,
            "acc_stderr": 0.026469036818590627,
            "acc_norm": 0.2695035460992908,
            "acc_norm_stderr": 0.026469036818590627
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.3392857142857143,
            "acc_stderr": 0.04493949068613539,
            "acc_norm": 0.3392857142857143,
            "acc_norm_stderr": 0.04493949068613539
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.13425925925925927,
            "acc_stderr": 0.02325127759054592,
            "acc_norm": 0.13425925925925927,
            "acc_norm_stderr": 0.02325127759054592
        },
        "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": 0.22,
            "acc_stderr": 0.041633319989322695,
            "acc_norm": 0.22,
            "acc_norm_stderr": 0.041633319989322695
        },
        "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": 0.22058823529411764,
            "acc_stderr": 0.02518778666022726,
            "acc_norm": 0.22058823529411764,
            "acc_norm_stderr": 0.02518778666022726
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.2857142857142857,
            "acc_stderr": 0.028920583220675578,
            "acc_norm": 0.2857142857142857,
            "acc_norm_stderr": 0.028920583220675578
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.3670886075949367,
            "acc_stderr": 0.031376240725616185,
            "acc_norm": 0.3670886075949367,
            "acc_norm_stderr": 0.031376240725616185
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.27183833116036504,
            "acc_stderr": 0.011363135278651414,
            "acc_norm": 0.27183833116036504,
            "acc_norm_stderr": 0.011363135278651414
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.3431372549019608,
            "acc_stderr": 0.033321399446680854,
            "acc_norm": 0.3431372549019608,
            "acc_norm_stderr": 0.033321399446680854
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.3575757575757576,
            "acc_stderr": 0.037425970438065836,
            "acc_norm": 0.3575757575757576,
            "acc_norm_stderr": 0.037425970438065836
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2582619339045288,
            "mc1_stderr": 0.015321821688476197,
            "mc2": 0.42735209878041286,
            "mc2_stderr": 0.014892368565155705
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.43779342723004694,
            "acc_stderr": 0.017006611775152725,
            "acc_norm": 0.5316901408450704,
            "acc_norm_stderr": 0.01710531885082843
        }
    },
    "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": "krevas/LDCC-Instruct-Llama-2-ko-13B-v2",
        "model_sha": "0779b43890c83a02fe7696321c95966717945f58",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}