File size: 17,916 Bytes
3178800
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.2764505119453925,
            "acc_stderr": 0.013069662474252425,
            "acc_norm": 0.3216723549488055,
            "acc_norm_stderr": 0.013650488084494162
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.3296156144194384,
            "acc_stderr": 0.004691128722535481,
            "acc_norm": 0.4091814379605656,
            "acc_norm_stderr": 0.004906779523192671
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4152046783625731,
            "acc_stderr": 0.03779275945503201,
            "acc_norm": 0.4152046783625731,
            "acc_norm_stderr": 0.03779275945503201
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.27184466019417475,
            "acc_stderr": 0.044052680241409216,
            "acc_norm": 0.27184466019417475,
            "acc_norm_stderr": 0.044052680241409216
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.39080459770114945,
            "acc_stderr": 0.01744836606706253,
            "acc_norm": 0.39080459770114945,
            "acc_norm_stderr": 0.01744836606706253
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.2962962962962963,
            "acc_stderr": 0.03944624162501117,
            "acc_norm": 0.2962962962962963,
            "acc_norm_stderr": 0.03944624162501117
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.29,
            "acc_stderr": 0.04560480215720683,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.04560480215720683
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.3446808510638298,
            "acc_stderr": 0.031068985963122145,
            "acc_norm": 0.3446808510638298,
            "acc_norm_stderr": 0.031068985963122145
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.26506024096385544,
            "acc_stderr": 0.03436024037944967,
            "acc_norm": 0.26506024096385544,
            "acc_norm_stderr": 0.03436024037944967
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.37942122186495175,
            "acc_stderr": 0.02755994980234782,
            "acc_norm": 0.37942122186495175,
            "acc_norm_stderr": 0.02755994980234782
        },
        "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": 0.35877862595419846,
            "acc_stderr": 0.04206739313864908,
            "acc_norm": 0.35877862595419846,
            "acc_norm_stderr": 0.04206739313864908
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542129,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542129
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.29797979797979796,
            "acc_stderr": 0.03258630383836556,
            "acc_norm": 0.29797979797979796,
            "acc_norm_stderr": 0.03258630383836556
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.3103448275862069,
            "acc_stderr": 0.038552896163789464,
            "acc_norm": 0.3103448275862069,
            "acc_norm_stderr": 0.038552896163789464
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.22549019607843138,
            "acc_stderr": 0.041583075330832865,
            "acc_norm": 0.22549019607843138,
            "acc_norm_stderr": 0.041583075330832865
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.35294117647058826,
            "acc_stderr": 0.03104194130405927,
            "acc_norm": 0.35294117647058826,
            "acc_norm_stderr": 0.03104194130405927
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.26153846153846155,
            "acc_stderr": 0.022282141204204426,
            "acc_norm": 0.26153846153846155,
            "acc_norm_stderr": 0.022282141204204426
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621505,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621505
        },
        "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": 0.4166666666666667,
            "acc_stderr": 0.04766075165356461,
            "acc_norm": 0.4166666666666667,
            "acc_norm_stderr": 0.04766075165356461
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.31527093596059114,
            "acc_stderr": 0.03269080871970187,
            "acc_norm": 0.31527093596059114,
            "acc_norm_stderr": 0.03269080871970187
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.36451612903225805,
            "acc_stderr": 0.027379871229943245,
            "acc_norm": 0.36451612903225805,
            "acc_norm_stderr": 0.027379871229943245
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.4700854700854701,
            "acc_stderr": 0.03269741106812443,
            "acc_norm": 0.4700854700854701,
            "acc_norm_stderr": 0.03269741106812443
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.32452830188679244,
            "acc_stderr": 0.02881561571343211,
            "acc_norm": 0.32452830188679244,
            "acc_norm_stderr": 0.02881561571343211
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.32727272727272727,
            "acc_stderr": 0.04494290866252088,
            "acc_norm": 0.32727272727272727,
            "acc_norm_stderr": 0.04494290866252088
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.3111111111111111,
            "acc_stderr": 0.028226446749683522,
            "acc_norm": 0.3111111111111111,
            "acc_norm_stderr": 0.028226446749683522
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.271523178807947,
            "acc_stderr": 0.03631329803969653,
            "acc_norm": 0.271523178807947,
            "acc_norm_stderr": 0.03631329803969653
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.43283582089552236,
            "acc_stderr": 0.03503490923673281,
            "acc_norm": 0.43283582089552236,
            "acc_norm_stderr": 0.03503490923673281
        },
        "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": 0.2619047619047619,
            "acc_stderr": 0.022644212615525218,
            "acc_norm": 0.2619047619047619,
            "acc_norm_stderr": 0.022644212615525218
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3194444444444444,
            "acc_stderr": 0.03899073687357335,
            "acc_norm": 0.3194444444444444,
            "acc_norm_stderr": 0.03899073687357335
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.46,
            "acc_stderr": 0.05009082659620332,
            "acc_norm": 0.46,
            "acc_norm_stderr": 0.05009082659620332
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.3468208092485549,
            "acc_stderr": 0.025624723994030457,
            "acc_norm": 0.3468208092485549,
            "acc_norm_stderr": 0.025624723994030457
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.31901840490797545,
            "acc_stderr": 0.03661997551073836,
            "acc_norm": 0.31901840490797545,
            "acc_norm_stderr": 0.03661997551073836
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.3888888888888889,
            "acc_stderr": 0.02712511551316686,
            "acc_norm": 0.3888888888888889,
            "acc_norm_stderr": 0.02712511551316686
        },
        "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": 0.3316062176165803,
            "acc_stderr": 0.03397636541089117,
            "acc_norm": 0.3316062176165803,
            "acc_norm_stderr": 0.03397636541089117
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2719298245614035,
            "acc_stderr": 0.04185774424022056,
            "acc_norm": 0.2719298245614035,
            "acc_norm_stderr": 0.04185774424022056
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.30275229357798167,
            "acc_stderr": 0.019698711434756357,
            "acc_norm": 0.30275229357798167,
            "acc_norm_stderr": 0.019698711434756357
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.23015873015873015,
            "acc_stderr": 0.037649508797906066,
            "acc_norm": 0.23015873015873015,
            "acc_norm_stderr": 0.037649508797906066
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.3431372549019608,
            "acc_stderr": 0.027184498909941613,
            "acc_norm": 0.3431372549019608,
            "acc_norm_stderr": 0.027184498909941613
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5289256198347108,
            "acc_stderr": 0.04556710331269498,
            "acc_norm": 0.5289256198347108,
            "acc_norm_stderr": 0.04556710331269498
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.2894736842105263,
            "acc_stderr": 0.036906779861372814,
            "acc_norm": 0.2894736842105263,
            "acc_norm_stderr": 0.036906779861372814
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.28921568627450983,
            "acc_stderr": 0.018342529845275915,
            "acc_norm": 0.28921568627450983,
            "acc_norm_stderr": 0.018342529845275915
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.2624113475177305,
            "acc_stderr": 0.02624492034984302,
            "acc_norm": 0.2624113475177305,
            "acc_norm_stderr": 0.02624492034984302
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.2857142857142857,
            "acc_stderr": 0.04287858751340455,
            "acc_norm": 0.2857142857142857,
            "acc_norm_stderr": 0.04287858751340455
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.2962962962962963,
            "acc_stderr": 0.031141447823536027,
            "acc_norm": 0.2962962962962963,
            "acc_norm_stderr": 0.031141447823536027
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24804469273743016,
            "acc_stderr": 0.014444157808261446,
            "acc_norm": 0.24804469273743016,
            "acc_norm_stderr": 0.014444157808261446
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695235,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695235
        },
        "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": 0.22426470588235295,
            "acc_stderr": 0.02533684856333236,
            "acc_norm": 0.22426470588235295,
            "acc_norm_stderr": 0.02533684856333236
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.39183673469387753,
            "acc_stderr": 0.03125127591089165,
            "acc_norm": 0.39183673469387753,
            "acc_norm_stderr": 0.03125127591089165
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.350210970464135,
            "acc_stderr": 0.031052391937584353,
            "acc_norm": 0.350210970464135,
            "acc_norm_stderr": 0.031052391937584353
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.25945241199478486,
            "acc_stderr": 0.011195262076350314,
            "acc_norm": 0.25945241199478486,
            "acc_norm_stderr": 0.011195262076350314
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.30392156862745096,
            "acc_stderr": 0.03228210387037892,
            "acc_norm": 0.30392156862745096,
            "acc_norm_stderr": 0.03228210387037892
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.32727272727272727,
            "acc_stderr": 0.03663974994391242,
            "acc_norm": 0.32727272727272727,
            "acc_norm_stderr": 0.03663974994391242
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.28886168910648713,
            "mc1_stderr": 0.015866346401384304,
            "mc2": 0.4547120708605401,
            "mc2_stderr": 0.015426627135169792
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.2632821723730815,
            "acc_stderr": 0.015141752199573205,
            "acc_norm": 0.3530106257378985,
            "acc_norm_stderr": 0.016430745982427126
        }
    },
    "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-finetune-ex2",
        "model_sha": "ab3114ee91616a692eee5bfa8e238f6f821e89b8",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}