File size: 17,819 Bytes
ba2036b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.43686006825938567,
            "acc_stderr": 0.014494421584256517,
            "acc_norm": 0.49573378839590443,
            "acc_norm_stderr": 0.014610858923956959
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4444333798048198,
            "acc_stderr": 0.004958872288442145,
            "acc_norm": 0.6016729735112527,
            "acc_norm_stderr": 0.004885529674958332
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.6374269005847953,
            "acc_stderr": 0.0368713061556206,
            "acc_norm": 0.6374269005847953,
            "acc_norm_stderr": 0.0368713061556206
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.6796116504854369,
            "acc_stderr": 0.04620284082280041,
            "acc_norm": 0.6796116504854369,
            "acc_norm_stderr": 0.04620284082280041
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.6743295019157088,
            "acc_stderr": 0.016757989458549682,
            "acc_norm": 0.6743295019157088,
            "acc_norm_stderr": 0.016757989458549682
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.48148148148148145,
            "acc_stderr": 0.043163785995113245,
            "acc_norm": 0.48148148148148145,
            "acc_norm_stderr": 0.043163785995113245
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.37,
            "acc_stderr": 0.048523658709391,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.048523658709391
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.451063829787234,
            "acc_stderr": 0.032529096196131965,
            "acc_norm": 0.451063829787234,
            "acc_norm_stderr": 0.032529096196131965
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.43373493975903615,
            "acc_stderr": 0.03858158940685515,
            "acc_norm": 0.43373493975903615,
            "acc_norm_stderr": 0.03858158940685515
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.5691318327974276,
            "acc_stderr": 0.028125340983972714,
            "acc_norm": 0.5691318327974276,
            "acc_norm_stderr": 0.028125340983972714
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.5605381165919282,
            "acc_stderr": 0.03331092511038179,
            "acc_norm": 0.5605381165919282,
            "acc_norm_stderr": 0.03331092511038179
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.5801526717557252,
            "acc_stderr": 0.04328577215262973,
            "acc_norm": 0.5801526717557252,
            "acc_norm_stderr": 0.04328577215262973
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.49,
            "acc_stderr": 0.05024183937956913,
            "acc_norm": 0.49,
            "acc_norm_stderr": 0.05024183937956913
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.6212121212121212,
            "acc_stderr": 0.03456088731993747,
            "acc_norm": 0.6212121212121212,
            "acc_norm_stderr": 0.03456088731993747
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4827586206896552,
            "acc_stderr": 0.041641887201693775,
            "acc_norm": 0.4827586206896552,
            "acc_norm_stderr": 0.041641887201693775
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.2647058823529412,
            "acc_stderr": 0.0438986995680878,
            "acc_norm": 0.2647058823529412,
            "acc_norm_stderr": 0.0438986995680878
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.46638655462184875,
            "acc_stderr": 0.03240501447690071,
            "acc_norm": 0.46638655462184875,
            "acc_norm_stderr": 0.03240501447690071
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.5333333333333333,
            "acc_stderr": 0.025294608023986462,
            "acc_norm": 0.5333333333333333,
            "acc_norm_stderr": 0.025294608023986462
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.63,
            "acc_stderr": 0.04852365870939098,
            "acc_norm": 0.63,
            "acc_norm_stderr": 0.04852365870939098
        },
        "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": 0.5185185185185185,
            "acc_stderr": 0.04830366024635331,
            "acc_norm": 0.5185185185185185,
            "acc_norm_stderr": 0.04830366024635331
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3694581280788177,
            "acc_stderr": 0.03395970381998573,
            "acc_norm": 0.3694581280788177,
            "acc_norm_stderr": 0.03395970381998573
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.5548387096774193,
            "acc_stderr": 0.028272410186214906,
            "acc_norm": 0.5548387096774193,
            "acc_norm_stderr": 0.028272410186214906
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.7606837606837606,
            "acc_stderr": 0.027951826808924336,
            "acc_norm": 0.7606837606837606,
            "acc_norm_stderr": 0.027951826808924336
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.5471698113207547,
            "acc_stderr": 0.03063562795796182,
            "acc_norm": 0.5471698113207547,
            "acc_norm_stderr": 0.03063562795796182
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.4909090909090909,
            "acc_stderr": 0.0478833976870286,
            "acc_norm": 0.4909090909090909,
            "acc_norm_stderr": 0.0478833976870286
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2962962962962963,
            "acc_stderr": 0.027840811495871916,
            "acc_norm": 0.2962962962962963,
            "acc_norm_stderr": 0.027840811495871916
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.3509933774834437,
            "acc_stderr": 0.03896981964257375,
            "acc_norm": 0.3509933774834437,
            "acc_norm_stderr": 0.03896981964257375
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.6467661691542289,
            "acc_stderr": 0.03379790611796777,
            "acc_norm": 0.6467661691542289,
            "acc_norm_stderr": 0.03379790611796777
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.4277456647398844,
            "acc_stderr": 0.037724468575180276,
            "acc_norm": 0.4277456647398844,
            "acc_norm_stderr": 0.037724468575180276
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.31746031746031744,
            "acc_stderr": 0.02397386199899207,
            "acc_norm": 0.31746031746031744,
            "acc_norm_stderr": 0.02397386199899207
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.5069444444444444,
            "acc_stderr": 0.04180806750294938,
            "acc_norm": 0.5069444444444444,
            "acc_norm_stderr": 0.04180806750294938
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695236,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695236
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.74,
            "acc_stderr": 0.0440844002276808,
            "acc_norm": 0.74,
            "acc_norm_stderr": 0.0440844002276808
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.5115606936416185,
            "acc_stderr": 0.026911898686377927,
            "acc_norm": 0.5115606936416185,
            "acc_norm_stderr": 0.026911898686377927
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.48466257668711654,
            "acc_stderr": 0.039265223787088445,
            "acc_norm": 0.48466257668711654,
            "acc_norm_stderr": 0.039265223787088445
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.47530864197530864,
            "acc_stderr": 0.02778680093142745,
            "acc_norm": 0.47530864197530864,
            "acc_norm_stderr": 0.02778680093142745
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.28,
            "acc_stderr": 0.045126085985421276,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.045126085985421276
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.6113989637305699,
            "acc_stderr": 0.035177397963731316,
            "acc_norm": 0.6113989637305699,
            "acc_norm_stderr": 0.035177397963731316
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.3157894736842105,
            "acc_stderr": 0.04372748290278007,
            "acc_norm": 0.3157894736842105,
            "acc_norm_stderr": 0.04372748290278007
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.6146788990825688,
            "acc_stderr": 0.020865850852794108,
            "acc_norm": 0.6146788990825688,
            "acc_norm_stderr": 0.020865850852794108
        },
        "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": 0.5,
            "acc_stderr": 0.028629916715693413,
            "acc_norm": 0.5,
            "acc_norm_stderr": 0.028629916715693413
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.57,
            "acc_stderr": 0.049756985195624284,
            "acc_norm": 0.57,
            "acc_norm_stderr": 0.049756985195624284
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.71900826446281,
            "acc_stderr": 0.04103203830514511,
            "acc_norm": 0.71900826446281,
            "acc_norm_stderr": 0.04103203830514511
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.5263157894736842,
            "acc_stderr": 0.04063302731486671,
            "acc_norm": 0.5263157894736842,
            "acc_norm_stderr": 0.04063302731486671
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.43137254901960786,
            "acc_stderr": 0.020036393768352638,
            "acc_norm": 0.43137254901960786,
            "acc_norm_stderr": 0.020036393768352638
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.34397163120567376,
            "acc_stderr": 0.02833801742861132,
            "acc_norm": 0.34397163120567376,
            "acc_norm_stderr": 0.02833801742861132
        },
        "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": 0.37037037037037035,
            "acc_stderr": 0.03293377139415191,
            "acc_norm": 0.37037037037037035,
            "acc_norm_stderr": 0.03293377139415191
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2759776536312849,
            "acc_stderr": 0.014950103002475347,
            "acc_norm": 0.2759776536312849,
            "acc_norm_stderr": 0.014950103002475347
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.48,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.48,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.6,
            "acc_stderr": 0.04923659639173309,
            "acc_norm": 0.6,
            "acc_norm_stderr": 0.04923659639173309
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.4007352941176471,
            "acc_stderr": 0.029768263528933095,
            "acc_norm": 0.4007352941176471,
            "acc_norm_stderr": 0.029768263528933095
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.5795918367346938,
            "acc_stderr": 0.031601069934496004,
            "acc_norm": 0.5795918367346938,
            "acc_norm_stderr": 0.031601069934496004
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.679324894514768,
            "acc_stderr": 0.030381931949990407,
            "acc_norm": 0.679324894514768,
            "acc_norm_stderr": 0.030381931949990407
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.3500651890482399,
            "acc_stderr": 0.01218255231321517,
            "acc_norm": 0.3500651890482399,
            "acc_norm_stderr": 0.01218255231321517
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.5882352941176471,
            "acc_stderr": 0.03454236585380609,
            "acc_norm": 0.5882352941176471,
            "acc_norm_stderr": 0.03454236585380609
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.6,
            "acc_stderr": 0.03825460278380025,
            "acc_norm": 0.6,
            "acc_norm_stderr": 0.03825460278380025
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2460220318237454,
            "mc1_stderr": 0.015077219200662581,
            "mc2": 0.39548731719111496,
            "mc2_stderr": 0.015045880520942254
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5041322314049587,
            "acc_stderr": 0.017189767032130817,
            "acc_norm": 0.5218417945690673,
            "acc_norm_stderr": 0.017173944474294385
        }
    },
    "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": "Deepnoid/OPEN-SOLAR-KO-10.7B-v14",
        "model_sha": "0d67dec530f606541a40f8705caf78e2bcc9caa8",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}