File size: 17,859 Bytes
5afa58d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3165529010238908,
            "acc_stderr": 0.01359243151906808,
            "acc_norm": 0.38310580204778155,
            "acc_norm_stderr": 0.014206472661672876
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.3536148177653854,
            "acc_stderr": 0.004771143074426131,
            "acc_norm": 0.45359490141406095,
            "acc_norm_stderr": 0.004968244611429387
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4269005847953216,
            "acc_stderr": 0.03793620616529917,
            "acc_norm": 0.4269005847953216,
            "acc_norm_stderr": 0.03793620616529917
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.5631067961165048,
            "acc_stderr": 0.04911147107365777,
            "acc_norm": 0.5631067961165048,
            "acc_norm_stderr": 0.04911147107365777
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.4482758620689655,
            "acc_stderr": 0.017784034534992454,
            "acc_norm": 0.4482758620689655,
            "acc_norm_stderr": 0.017784034534992454
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.28888888888888886,
            "acc_stderr": 0.039154506304142495,
            "acc_norm": 0.28888888888888886,
            "acc_norm_stderr": 0.039154506304142495
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.36,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.425531914893617,
            "acc_stderr": 0.03232146916224469,
            "acc_norm": 0.425531914893617,
            "acc_norm_stderr": 0.03232146916224469
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.3253012048192771,
            "acc_stderr": 0.03647168523683227,
            "acc_norm": 0.3253012048192771,
            "acc_norm_stderr": 0.03647168523683227
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.3858520900321543,
            "acc_stderr": 0.027648149599751464,
            "acc_norm": 0.3858520900321543,
            "acc_norm_stderr": 0.027648149599751464
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.336322869955157,
            "acc_stderr": 0.031708824268455,
            "acc_norm": 0.336322869955157,
            "acc_norm_stderr": 0.031708824268455
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4580152671755725,
            "acc_stderr": 0.04369802690578756,
            "acc_norm": 0.4580152671755725,
            "acc_norm_stderr": 0.04369802690578756
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5202020202020202,
            "acc_stderr": 0.035594435655639196,
            "acc_norm": 0.5202020202020202,
            "acc_norm_stderr": 0.035594435655639196
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.36551724137931035,
            "acc_stderr": 0.04013124195424386,
            "acc_norm": 0.36551724137931035,
            "acc_norm_stderr": 0.04013124195424386
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.22549019607843138,
            "acc_stderr": 0.04158307533083286,
            "acc_norm": 0.22549019607843138,
            "acc_norm_stderr": 0.04158307533083286
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.42016806722689076,
            "acc_stderr": 0.03206183783236153,
            "acc_norm": 0.42016806722689076,
            "acc_norm_stderr": 0.03206183783236153
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.3769230769230769,
            "acc_stderr": 0.024570975364225995,
            "acc_norm": 0.3769230769230769,
            "acc_norm_stderr": 0.024570975364225995
        },
        "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": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.48148148148148145,
            "acc_stderr": 0.04830366024635331,
            "acc_norm": 0.48148148148148145,
            "acc_norm_stderr": 0.04830366024635331
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.33004926108374383,
            "acc_stderr": 0.03308530426228258,
            "acc_norm": 0.33004926108374383,
            "acc_norm_stderr": 0.03308530426228258
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.4258064516129032,
            "acc_stderr": 0.028129112709165894,
            "acc_norm": 0.4258064516129032,
            "acc_norm_stderr": 0.028129112709165894
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.5641025641025641,
            "acc_stderr": 0.032485775115784,
            "acc_norm": 0.5641025641025641,
            "acc_norm_stderr": 0.032485775115784
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.3849056603773585,
            "acc_stderr": 0.029946498567699945,
            "acc_norm": 0.3849056603773585,
            "acc_norm_stderr": 0.029946498567699945
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.41818181818181815,
            "acc_stderr": 0.0472457740573157,
            "acc_norm": 0.41818181818181815,
            "acc_norm_stderr": 0.0472457740573157
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.24814814814814815,
            "acc_stderr": 0.0263357394040558,
            "acc_norm": 0.24814814814814815,
            "acc_norm_stderr": 0.0263357394040558
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.31788079470198677,
            "acc_stderr": 0.03802039760107903,
            "acc_norm": 0.31788079470198677,
            "acc_norm_stderr": 0.03802039760107903
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5174129353233831,
            "acc_stderr": 0.03533389234739245,
            "acc_norm": 0.5174129353233831,
            "acc_norm_stderr": 0.03533389234739245
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.36416184971098264,
            "acc_stderr": 0.03669072477416907,
            "acc_norm": 0.36416184971098264,
            "acc_norm_stderr": 0.03669072477416907
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2724867724867725,
            "acc_stderr": 0.022930973071633335,
            "acc_norm": 0.2724867724867725,
            "acc_norm_stderr": 0.022930973071633335
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3055555555555556,
            "acc_stderr": 0.03852084696008534,
            "acc_norm": 0.3055555555555556,
            "acc_norm_stderr": 0.03852084696008534
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.42,
            "acc_stderr": 0.049604496374885836,
            "acc_norm": 0.42,
            "acc_norm_stderr": 0.049604496374885836
        },
        "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": 0.3959537572254335,
            "acc_stderr": 0.026329813341946253,
            "acc_norm": 0.3959537572254335,
            "acc_norm_stderr": 0.026329813341946253
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.3987730061349693,
            "acc_stderr": 0.03847021420456023,
            "acc_norm": 0.3987730061349693,
            "acc_norm_stderr": 0.03847021420456023
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.3549382716049383,
            "acc_stderr": 0.02662415247884585,
            "acc_norm": 0.3549382716049383,
            "acc_norm_stderr": 0.02662415247884585
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621504,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621504
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.43523316062176165,
            "acc_stderr": 0.03578038165008586,
            "acc_norm": 0.43523316062176165,
            "acc_norm_stderr": 0.03578038165008586
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.24561403508771928,
            "acc_stderr": 0.040493392977481404,
            "acc_norm": 0.24561403508771928,
            "acc_norm_stderr": 0.040493392977481404
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.42201834862385323,
            "acc_stderr": 0.021174991407763178,
            "acc_norm": 0.42201834862385323,
            "acc_norm_stderr": 0.021174991407763178
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2857142857142857,
            "acc_stderr": 0.0404061017820884,
            "acc_norm": 0.2857142857142857,
            "acc_norm_stderr": 0.0404061017820884
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.41830065359477125,
            "acc_stderr": 0.02824513402438729,
            "acc_norm": 0.41830065359477125,
            "acc_norm_stderr": 0.02824513402438729
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695235,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695235
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.6115702479338843,
            "acc_stderr": 0.04449270350068383,
            "acc_norm": 0.6115702479338843,
            "acc_norm_stderr": 0.04449270350068383
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.3815789473684211,
            "acc_stderr": 0.03953173377749194,
            "acc_norm": 0.3815789473684211,
            "acc_norm_stderr": 0.03953173377749194
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.29411764705882354,
            "acc_stderr": 0.018433427649401896,
            "acc_norm": 0.29411764705882354,
            "acc_norm_stderr": 0.018433427649401896
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.2553191489361702,
            "acc_stderr": 0.026011992930902002,
            "acc_norm": 0.2553191489361702,
            "acc_norm_stderr": 0.026011992930902002
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.25892857142857145,
            "acc_stderr": 0.041577515398656284,
            "acc_norm": 0.25892857142857145,
            "acc_norm_stderr": 0.041577515398656284
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.38425925925925924,
            "acc_stderr": 0.03317354514310742,
            "acc_norm": 0.38425925925925924,
            "acc_norm_stderr": 0.03317354514310742
        },
        "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": 0.34,
            "acc_stderr": 0.04760952285695236,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695236
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.38,
            "acc_stderr": 0.04878317312145632,
            "acc_norm": 0.38,
            "acc_norm_stderr": 0.04878317312145632
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.30514705882352944,
            "acc_stderr": 0.0279715413701706,
            "acc_norm": 0.30514705882352944,
            "acc_norm_stderr": 0.0279715413701706
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.3877551020408163,
            "acc_stderr": 0.03119223072679566,
            "acc_norm": 0.3877551020408163,
            "acc_norm_stderr": 0.03119223072679566
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.33755274261603374,
            "acc_stderr": 0.03078154910202622,
            "acc_norm": 0.33755274261603374,
            "acc_norm_stderr": 0.03078154910202622
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.27249022164276404,
            "acc_stderr": 0.011371658294311532,
            "acc_norm": 0.27249022164276404,
            "acc_norm_stderr": 0.011371658294311532
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.03308611113236434,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.03308611113236434
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.3696969696969697,
            "acc_stderr": 0.03769430314512566,
            "acc_norm": 0.3696969696969697,
            "acc_norm_stderr": 0.03769430314512566
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.3023255813953488,
            "mc1_stderr": 0.016077509266133033,
            "mc2": 0.46645373213159264,
            "mc2_stderr": 0.015378490920195349
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.33884297520661155,
            "acc_stderr": 0.016272952997019124,
            "acc_norm": 0.4014167650531287,
            "acc_norm_stderr": 0.01685290785872906
        }
    },
    "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": "cepiloth/ko-llama2-13b-finetune",
        "model_sha": "15f8932879b2e7880baf3402b1a150f9ff36d370",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}