File size: 17,886 Bytes
71fdf52
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.2226962457337884,
            "acc_stderr": 0.012158314774829948,
            "acc_norm": 0.2627986348122867,
            "acc_norm_stderr": 0.012862523175351331
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.2726548496315475,
            "acc_stderr": 0.004444146875436292,
            "acc_norm": 0.29635530770762797,
            "acc_norm_stderr": 0.004557163175885563
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.2982456140350877,
            "acc_stderr": 0.03508771929824561,
            "acc_norm": 0.2982456140350877,
            "acc_norm_stderr": 0.03508771929824561
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.3106796116504854,
            "acc_stderr": 0.04582124160161549,
            "acc_norm": 0.3106796116504854,
            "acc_norm_stderr": 0.04582124160161549
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.2848020434227331,
            "acc_stderr": 0.016139174096522553,
            "acc_norm": 0.2848020434227331,
            "acc_norm_stderr": 0.016139174096522553
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.03785714465066654,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.03785714465066654
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "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": 0.2891566265060241,
            "acc_stderr": 0.03529486801511115,
            "acc_norm": 0.2891566265060241,
            "acc_norm_stderr": 0.03529486801511115
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.3440514469453376,
            "acc_stderr": 0.026981478043648026,
            "acc_norm": 0.3440514469453376,
            "acc_norm_stderr": 0.026981478043648026
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.34977578475336324,
            "acc_stderr": 0.03200736719484503,
            "acc_norm": 0.34977578475336324,
            "acc_norm_stderr": 0.03200736719484503
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2366412213740458,
            "acc_stderr": 0.037276735755969195,
            "acc_norm": 0.2366412213740458,
            "acc_norm_stderr": 0.037276735755969195
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.22727272727272727,
            "acc_stderr": 0.029857515673386417,
            "acc_norm": 0.22727272727272727,
            "acc_norm_stderr": 0.029857515673386417
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.31724137931034485,
            "acc_stderr": 0.038783523721386215,
            "acc_norm": 0.31724137931034485,
            "acc_norm_stderr": 0.038783523721386215
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.17647058823529413,
            "acc_stderr": 0.03793281185307811,
            "acc_norm": 0.17647058823529413,
            "acc_norm_stderr": 0.03793281185307811
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.2689075630252101,
            "acc_stderr": 0.028801392193631276,
            "acc_norm": 0.2689075630252101,
            "acc_norm_stderr": 0.028801392193631276
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.2512820512820513,
            "acc_stderr": 0.021992016662370568,
            "acc_norm": 0.2512820512820513,
            "acc_norm_stderr": 0.021992016662370568
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206845,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206845
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252604,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252604
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.3611111111111111,
            "acc_stderr": 0.04643454608906275,
            "acc_norm": 0.3611111111111111,
            "acc_norm_stderr": 0.04643454608906275
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.26108374384236455,
            "acc_stderr": 0.030903796952114454,
            "acc_norm": 0.26108374384236455,
            "acc_norm_stderr": 0.030903796952114454
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.2709677419354839,
            "acc_stderr": 0.02528441611490016,
            "acc_norm": 0.2709677419354839,
            "acc_norm_stderr": 0.02528441611490016
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.3418803418803419,
            "acc_stderr": 0.03107502852650775,
            "acc_norm": 0.3418803418803419,
            "acc_norm_stderr": 0.03107502852650775
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.2943396226415094,
            "acc_stderr": 0.028049186315695248,
            "acc_norm": 0.2943396226415094,
            "acc_norm_stderr": 0.028049186315695248
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.3181818181818182,
            "acc_stderr": 0.044612721759105065,
            "acc_norm": 0.3181818181818182,
            "acc_norm_stderr": 0.044612721759105065
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2962962962962963,
            "acc_stderr": 0.027840811495871927,
            "acc_norm": 0.2962962962962963,
            "acc_norm_stderr": 0.027840811495871927
        },
        "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": 0.38308457711442784,
            "acc_stderr": 0.034375193373382504,
            "acc_norm": 0.38308457711442784,
            "acc_norm_stderr": 0.034375193373382504
        },
        "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": 0.2724867724867725,
            "acc_stderr": 0.022930973071633345,
            "acc_norm": 0.2724867724867725,
            "acc_norm_stderr": 0.022930973071633345
        },
        "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": 0.22,
            "acc_stderr": 0.04163331998932269,
            "acc_norm": 0.22,
            "acc_norm_stderr": 0.04163331998932269
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.315028901734104,
            "acc_stderr": 0.025009313790069692,
            "acc_norm": 0.315028901734104,
            "acc_norm_stderr": 0.025009313790069692
        },
        "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": 0.30864197530864196,
            "acc_stderr": 0.02570264026060375,
            "acc_norm": 0.30864197530864196,
            "acc_norm_stderr": 0.02570264026060375
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542127,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542127
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.3160621761658031,
            "acc_stderr": 0.03355397369686173,
            "acc_norm": 0.3160621761658031,
            "acc_norm_stderr": 0.03355397369686173
        },
        "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": 0.23853211009174313,
            "acc_stderr": 0.01827257581023186,
            "acc_norm": 0.23853211009174313,
            "acc_norm_stderr": 0.01827257581023186
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2857142857142857,
            "acc_stderr": 0.04040610178208841,
            "acc_norm": 0.2857142857142857,
            "acc_norm_stderr": 0.04040610178208841
        },
        "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": 0.23,
            "acc_stderr": 0.04229525846816508,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.04229525846816508
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.512396694214876,
            "acc_stderr": 0.04562951548180765,
            "acc_norm": 0.512396694214876,
            "acc_norm_stderr": 0.04562951548180765
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.2236842105263158,
            "acc_stderr": 0.03391160934343604,
            "acc_norm": 0.2236842105263158,
            "acc_norm_stderr": 0.03391160934343604
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.2696078431372549,
            "acc_stderr": 0.017952449196987866,
            "acc_norm": 0.2696078431372549,
            "acc_norm_stderr": 0.017952449196987866
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.26595744680851063,
            "acc_stderr": 0.026358065698880585,
            "acc_norm": 0.26595744680851063,
            "acc_norm_stderr": 0.026358065698880585
        },
        "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": 0.19907407407407407,
            "acc_stderr": 0.027232298462690218,
            "acc_norm": 0.19907407407407407,
            "acc_norm_stderr": 0.027232298462690218
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2424581005586592,
            "acc_stderr": 0.01433352205921789,
            "acc_norm": 0.2424581005586592,
            "acc_norm_stderr": 0.01433352205921789
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.23,
            "acc_stderr": 0.04229525846816506,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.04229525846816506
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.26,
            "acc_stderr": 0.04408440022768079,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.04408440022768079
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.22058823529411764,
            "acc_stderr": 0.02518778666022727,
            "acc_norm": 0.22058823529411764,
            "acc_norm_stderr": 0.02518778666022727
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.20408163265306123,
            "acc_stderr": 0.025801283475090496,
            "acc_norm": 0.20408163265306123,
            "acc_norm_stderr": 0.025801283475090496
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.3037974683544304,
            "acc_stderr": 0.029936696387138598,
            "acc_norm": 0.3037974683544304,
            "acc_norm_stderr": 0.029936696387138598
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.24837027379400262,
            "acc_stderr": 0.011035212598034494,
            "acc_norm": 0.24837027379400262,
            "acc_norm_stderr": 0.011035212598034494
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.24019607843137256,
            "acc_stderr": 0.02998373305591362,
            "acc_norm": 0.24019607843137256,
            "acc_norm_stderr": 0.02998373305591362
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.24242424242424243,
            "acc_stderr": 0.033464098810559534,
            "acc_norm": 0.24242424242424243,
            "acc_norm_stderr": 0.033464098810559534
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2594859241126071,
            "mc1_stderr": 0.015345409485557966,
            "mc2": 0.43443146146429873,
            "mc2_stderr": 0.01580310882533787
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.11452184179456906,
            "acc_stderr": 0.010948330698808925,
            "acc_norm": 0.1959858323494687,
            "acc_norm_stderr": 0.013647685567768858
        }
    },
    "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": "jb723/llama2-ko-7B-model",
        "model_sha": "24e455bbf4039f360a37833583c335582d2c6030",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}