File size: 17,930 Bytes
26914fb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.31143344709897613,
            "acc_stderr": 0.013532472099850947,
            "acc_norm": 0.3464163822525597,
            "acc_norm_stderr": 0.013905011180063247
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4026090420235013,
            "acc_stderr": 0.0048942100113032105,
            "acc_norm": 0.5198167695678152,
            "acc_norm_stderr": 0.004985860853427639
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.29239766081871343,
            "acc_stderr": 0.03488647713457922,
            "acc_norm": 0.29239766081871343,
            "acc_norm_stderr": 0.03488647713457922
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.21359223300970873,
            "acc_stderr": 0.040580420156460344,
            "acc_norm": 0.21359223300970873,
            "acc_norm_stderr": 0.040580420156460344
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.2822477650063857,
            "acc_stderr": 0.01609530296987857,
            "acc_norm": 0.2822477650063857,
            "acc_norm_stderr": 0.01609530296987857
        },
        "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": 0.23,
            "acc_stderr": 0.042295258468165065,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.042295258468165065
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.28085106382978725,
            "acc_stderr": 0.02937917046412483,
            "acc_norm": 0.28085106382978725,
            "acc_norm_stderr": 0.02937917046412483
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.2289156626506024,
            "acc_stderr": 0.03270745277352477,
            "acc_norm": 0.2289156626506024,
            "acc_norm_stderr": 0.03270745277352477
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.21864951768488747,
            "acc_stderr": 0.023475581417861113,
            "acc_norm": 0.21864951768488747,
            "acc_norm_stderr": 0.023475581417861113
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.26905829596412556,
            "acc_stderr": 0.02976377940687498,
            "acc_norm": 0.26905829596412556,
            "acc_norm_stderr": 0.02976377940687498
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2595419847328244,
            "acc_stderr": 0.03844876139785271,
            "acc_norm": 0.2595419847328244,
            "acc_norm_stderr": 0.03844876139785271
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.24242424242424243,
            "acc_stderr": 0.030532892233932036,
            "acc_norm": 0.24242424242424243,
            "acc_norm_stderr": 0.030532892233932036
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.3103448275862069,
            "acc_stderr": 0.03855289616378947,
            "acc_norm": 0.3103448275862069,
            "acc_norm_stderr": 0.03855289616378947
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.24509803921568626,
            "acc_stderr": 0.042801058373643966,
            "acc_norm": 0.24509803921568626,
            "acc_norm_stderr": 0.042801058373643966
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.23109243697478993,
            "acc_stderr": 0.027381406927868956,
            "acc_norm": 0.23109243697478993,
            "acc_norm_stderr": 0.027381406927868956
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.23846153846153847,
            "acc_stderr": 0.021606294494647727,
            "acc_norm": 0.23846153846153847,
            "acc_norm_stderr": 0.021606294494647727
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.23,
            "acc_stderr": 0.04229525846816506,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.04229525846816506
        },
        "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": 0.25925925925925924,
            "acc_stderr": 0.04236511258094632,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.04236511258094632
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.2315270935960591,
            "acc_stderr": 0.029678333141444465,
            "acc_norm": 0.2315270935960591,
            "acc_norm_stderr": 0.029678333141444465
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.25483870967741934,
            "acc_stderr": 0.024790118459332208,
            "acc_norm": 0.25483870967741934,
            "acc_norm_stderr": 0.024790118459332208
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.29914529914529914,
            "acc_stderr": 0.029996951858349476,
            "acc_norm": 0.29914529914529914,
            "acc_norm_stderr": 0.029996951858349476
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.2792452830188679,
            "acc_stderr": 0.02761116340239972,
            "acc_norm": 0.2792452830188679,
            "acc_norm_stderr": 0.02761116340239972
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.2545454545454545,
            "acc_stderr": 0.041723430387053825,
            "acc_norm": 0.2545454545454545,
            "acc_norm_stderr": 0.041723430387053825
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.24074074074074073,
            "acc_stderr": 0.026067159222275794,
            "acc_norm": 0.24074074074074073,
            "acc_norm_stderr": 0.026067159222275794
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.24503311258278146,
            "acc_stderr": 0.03511807571804723,
            "acc_norm": 0.24503311258278146,
            "acc_norm_stderr": 0.03511807571804723
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.22885572139303484,
            "acc_stderr": 0.02970528405677244,
            "acc_norm": 0.22885572139303484,
            "acc_norm_stderr": 0.02970528405677244
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.2543352601156069,
            "acc_stderr": 0.0332055644308557,
            "acc_norm": 0.2543352601156069,
            "acc_norm_stderr": 0.0332055644308557
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2804232804232804,
            "acc_stderr": 0.02313528797432563,
            "acc_norm": 0.2804232804232804,
            "acc_norm_stderr": 0.02313528797432563
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.25,
            "acc_stderr": 0.03621034121889507,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.03621034121889507
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.21,
            "acc_stderr": 0.040936018074033256,
            "acc_norm": 0.21,
            "acc_norm_stderr": 0.040936018074033256
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.3092485549132948,
            "acc_stderr": 0.02488314057007176,
            "acc_norm": 0.3092485549132948,
            "acc_norm_stderr": 0.02488314057007176
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.25766871165644173,
            "acc_stderr": 0.03436150827846917,
            "acc_norm": 0.25766871165644173,
            "acc_norm_stderr": 0.03436150827846917
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.29012345679012347,
            "acc_stderr": 0.025251173936495026,
            "acc_norm": 0.29012345679012347,
            "acc_norm_stderr": 0.025251173936495026
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542128,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542128
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.21761658031088082,
            "acc_stderr": 0.02977866303775296,
            "acc_norm": 0.21761658031088082,
            "acc_norm_stderr": 0.02977866303775296
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.21052631578947367,
            "acc_stderr": 0.038351539543994194,
            "acc_norm": 0.21052631578947367,
            "acc_norm_stderr": 0.038351539543994194
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.20917431192660552,
            "acc_stderr": 0.01743793717334323,
            "acc_norm": 0.20917431192660552,
            "acc_norm_stderr": 0.01743793717334323
        },
        "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": 0.2908496732026144,
            "acc_stderr": 0.026004800363952113,
            "acc_norm": 0.2908496732026144,
            "acc_norm_stderr": 0.026004800363952113
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206845,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206845
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.2644628099173554,
            "acc_stderr": 0.040261875275912046,
            "acc_norm": 0.2644628099173554,
            "acc_norm_stderr": 0.040261875275912046
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.35526315789473684,
            "acc_stderr": 0.03894734487013317,
            "acc_norm": 0.35526315789473684,
            "acc_norm_stderr": 0.03894734487013317
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.2679738562091503,
            "acc_stderr": 0.017917974069594726,
            "acc_norm": 0.2679738562091503,
            "acc_norm_stderr": 0.017917974069594726
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.23049645390070922,
            "acc_stderr": 0.025123739226872416,
            "acc_norm": 0.23049645390070922,
            "acc_norm_stderr": 0.025123739226872416
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.29464285714285715,
            "acc_stderr": 0.043270409325787296,
            "acc_norm": 0.29464285714285715,
            "acc_norm_stderr": 0.043270409325787296
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.3472222222222222,
            "acc_stderr": 0.03246887243637649,
            "acc_norm": 0.3472222222222222,
            "acc_norm_stderr": 0.03246887243637649
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.23575418994413408,
            "acc_stderr": 0.014196375686290804,
            "acc_norm": 0.23575418994413408,
            "acc_norm_stderr": 0.014196375686290804
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.35,
            "acc_stderr": 0.04793724854411021,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.04793724854411021
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.26,
            "acc_stderr": 0.044084400227680794,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.044084400227680794
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.28308823529411764,
            "acc_stderr": 0.02736586113151381,
            "acc_norm": 0.28308823529411764,
            "acc_norm_stderr": 0.02736586113151381
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.19591836734693877,
            "acc_stderr": 0.025409301953225678,
            "acc_norm": 0.19591836734693877,
            "acc_norm_stderr": 0.025409301953225678
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.22362869198312235,
            "acc_stderr": 0.027123298205229972,
            "acc_norm": 0.22362869198312235,
            "acc_norm_stderr": 0.027123298205229972
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.26401564537157757,
            "acc_stderr": 0.011258435537723812,
            "acc_norm": 0.26401564537157757,
            "acc_norm_stderr": 0.011258435537723812
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.27450980392156865,
            "acc_stderr": 0.03132179803083291,
            "acc_norm": 0.27450980392156865,
            "acc_norm_stderr": 0.03132179803083291
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.26666666666666666,
            "acc_stderr": 0.03453131801885416,
            "acc_norm": 0.26666666666666666,
            "acc_norm_stderr": 0.03453131801885416
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.25458996328029376,
            "mc1_stderr": 0.015250117079156472,
            "mc2": 0.4202272328082401,
            "mc2_stderr": 0.016142378134497877
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.30342384887839435,
            "acc_stderr": 0.01580607271790957,
            "acc_norm": 0.3447461629279811,
            "acc_norm_stderr": 0.01634064990541869
        }
    },
    "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": "etri-xainlp/polyglot-ko-12.8b-instruct",
        "model_sha": "ec0113994052a77ef4741cf14d7a9af887b2e1d5",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}