File size: 17,908 Bytes
25934e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.27559726962457337,
            "acc_stderr": 0.013057169655761838,
            "acc_norm": 0.3191126279863481,
            "acc_norm_stderr": 0.013621696119173304
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.33718382792272455,
            "acc_stderr": 0.004717820714968746,
            "acc_norm": 0.416849233220474,
            "acc_norm_stderr": 0.004920298437884909
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4853801169590643,
            "acc_stderr": 0.038331852752130205,
            "acc_norm": 0.4853801169590643,
            "acc_norm_stderr": 0.038331852752130205
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.30097087378640774,
            "acc_stderr": 0.045416094465039476,
            "acc_norm": 0.30097087378640774,
            "acc_norm_stderr": 0.045416094465039476
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.39208173690932313,
            "acc_stderr": 0.017458524050147643,
            "acc_norm": 0.39208173690932313,
            "acc_norm_stderr": 0.017458524050147643
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.31851851851851853,
            "acc_stderr": 0.04024778401977111,
            "acc_norm": 0.31851851851851853,
            "acc_norm_stderr": 0.04024778401977111
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.31063829787234043,
            "acc_stderr": 0.03025123757921317,
            "acc_norm": 0.31063829787234043,
            "acc_norm_stderr": 0.03025123757921317
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.27710843373493976,
            "acc_stderr": 0.03484331592680589,
            "acc_norm": 0.27710843373493976,
            "acc_norm_stderr": 0.03484331592680589
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.3440514469453376,
            "acc_stderr": 0.02698147804364803,
            "acc_norm": 0.3440514469453376,
            "acc_norm_stderr": 0.02698147804364803
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.336322869955157,
            "acc_stderr": 0.03170882426845501,
            "acc_norm": 0.336322869955157,
            "acc_norm_stderr": 0.03170882426845501
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.3816793893129771,
            "acc_stderr": 0.0426073515764456,
            "acc_norm": 0.3816793893129771,
            "acc_norm_stderr": 0.0426073515764456
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.32323232323232326,
            "acc_stderr": 0.03332299921070645,
            "acc_norm": 0.32323232323232326,
            "acc_norm_stderr": 0.03332299921070645
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.3586206896551724,
            "acc_stderr": 0.039966295748767186,
            "acc_norm": 0.3586206896551724,
            "acc_norm_stderr": 0.039966295748767186
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.17647058823529413,
            "acc_stderr": 0.03793281185307808,
            "acc_norm": 0.17647058823529413,
            "acc_norm_stderr": 0.03793281185307808
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.3277310924369748,
            "acc_stderr": 0.030489911417673227,
            "acc_norm": 0.3277310924369748,
            "acc_norm_stderr": 0.030489911417673227
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.31025641025641026,
            "acc_stderr": 0.02345467488940429,
            "acc_norm": 0.31025641025641026,
            "acc_norm_stderr": 0.02345467488940429
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.4444444444444444,
            "acc_stderr": 0.04803752235190192,
            "acc_norm": 0.4444444444444444,
            "acc_norm_stderr": 0.04803752235190192
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3103448275862069,
            "acc_stderr": 0.03255086769970103,
            "acc_norm": 0.3103448275862069,
            "acc_norm_stderr": 0.03255086769970103
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.3419354838709677,
            "acc_stderr": 0.02698528957655274,
            "acc_norm": 0.3419354838709677,
            "acc_norm_stderr": 0.02698528957655274
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.49572649572649574,
            "acc_stderr": 0.032754892643821316,
            "acc_norm": 0.49572649572649574,
            "acc_norm_stderr": 0.032754892643821316
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.32075471698113206,
            "acc_stderr": 0.028727502957880263,
            "acc_norm": 0.32075471698113206,
            "acc_norm_stderr": 0.028727502957880263
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.3181818181818182,
            "acc_stderr": 0.04461272175910507,
            "acc_norm": 0.3181818181818182,
            "acc_norm_stderr": 0.04461272175910507
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.27037037037037037,
            "acc_stderr": 0.027080372815145668,
            "acc_norm": 0.27037037037037037,
            "acc_norm_stderr": 0.027080372815145668
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2251655629139073,
            "acc_stderr": 0.03410435282008937,
            "acc_norm": 0.2251655629139073,
            "acc_norm_stderr": 0.03410435282008937
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.472636815920398,
            "acc_stderr": 0.03530235517334682,
            "acc_norm": 0.472636815920398,
            "acc_norm_stderr": 0.03530235517334682
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.2947976878612717,
            "acc_stderr": 0.034765996075164785,
            "acc_norm": 0.2947976878612717,
            "acc_norm_stderr": 0.034765996075164785
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2566137566137566,
            "acc_stderr": 0.022494510767503154,
            "acc_norm": 0.2566137566137566,
            "acc_norm_stderr": 0.022494510767503154
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3125,
            "acc_stderr": 0.038760854559127644,
            "acc_norm": 0.3125,
            "acc_norm_stderr": 0.038760854559127644
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.27,
            "acc_stderr": 0.04461960433384739,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.04461960433384739
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.47,
            "acc_stderr": 0.05016135580465919,
            "acc_norm": 0.47,
            "acc_norm_stderr": 0.05016135580465919
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.3554913294797688,
            "acc_stderr": 0.025770292082977247,
            "acc_norm": 0.3554913294797688,
            "acc_norm_stderr": 0.025770292082977247
        },
        "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": 0.37037037037037035,
            "acc_stderr": 0.02686949074481525,
            "acc_norm": 0.37037037037037035,
            "acc_norm_stderr": 0.02686949074481525
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.37823834196891193,
            "acc_stderr": 0.034998072761933376,
            "acc_norm": 0.37823834196891193,
            "acc_norm_stderr": 0.034998072761933376
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.21929824561403508,
            "acc_stderr": 0.03892431106518753,
            "acc_norm": 0.21929824561403508,
            "acc_norm_stderr": 0.03892431106518753
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.3376146788990826,
            "acc_stderr": 0.020275265986638903,
            "acc_norm": 0.3376146788990826,
            "acc_norm_stderr": 0.020275265986638903
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.042163702135578345,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.042163702135578345
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.35947712418300654,
            "acc_stderr": 0.027475969910660956,
            "acc_norm": 0.35947712418300654,
            "acc_norm_stderr": 0.027475969910660956
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.44,
            "acc_stderr": 0.04988876515698589,
            "acc_norm": 0.44,
            "acc_norm_stderr": 0.04988876515698589
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5041322314049587,
            "acc_stderr": 0.045641987674327526,
            "acc_norm": 0.5041322314049587,
            "acc_norm_stderr": 0.045641987674327526
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.2631578947368421,
            "acc_stderr": 0.03583496176361061,
            "acc_norm": 0.2631578947368421,
            "acc_norm_stderr": 0.03583496176361061
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3088235294117647,
            "acc_stderr": 0.018690850273595284,
            "acc_norm": 0.3088235294117647,
            "acc_norm_stderr": 0.018690850273595284
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.29432624113475175,
            "acc_stderr": 0.02718712701150381,
            "acc_norm": 0.29432624113475175,
            "acc_norm_stderr": 0.02718712701150381
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.32142857142857145,
            "acc_stderr": 0.04432804055291519,
            "acc_norm": 0.32142857142857145,
            "acc_norm_stderr": 0.04432804055291519
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.39814814814814814,
            "acc_stderr": 0.033384734032074016,
            "acc_norm": 0.39814814814814814,
            "acc_norm_stderr": 0.033384734032074016
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2435754189944134,
            "acc_stderr": 0.014355911964767857,
            "acc_norm": 0.2435754189944134,
            "acc_norm_stderr": 0.014355911964767857
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.36,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.40441176470588236,
            "acc_stderr": 0.029812630701569743,
            "acc_norm": 0.40441176470588236,
            "acc_norm_stderr": 0.029812630701569743
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.47346938775510206,
            "acc_stderr": 0.03196412734523272,
            "acc_norm": 0.47346938775510206,
            "acc_norm_stderr": 0.03196412734523272
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.3459915611814346,
            "acc_stderr": 0.03096481058878671,
            "acc_norm": 0.3459915611814346,
            "acc_norm_stderr": 0.03096481058878671
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.26727509778357234,
            "acc_stderr": 0.011302607515637513,
            "acc_norm": 0.26727509778357234,
            "acc_norm_stderr": 0.011302607515637513
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.3137254901960784,
            "acc_stderr": 0.03256685484460388,
            "acc_norm": 0.3137254901960784,
            "acc_norm_stderr": 0.03256685484460388
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.36363636363636365,
            "acc_stderr": 0.03756335775187897,
            "acc_norm": 0.36363636363636365,
            "acc_norm_stderr": 0.03756335775187897
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.31334149326805383,
            "mc1_stderr": 0.016238065069059605,
            "mc2": 0.48487503732289583,
            "mc2_stderr": 0.015806306421646696
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.2535211267605634,
            "acc_stderr": 0.014912520668056985,
            "acc_norm": 0.2934272300469484,
            "acc_norm_stderr": 0.015608597269197893
        }
    },
    "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": "NousResearch/Nous-Hermes-llama-2-7b",
        "model_sha": "b7c3ec54b754175e006ef75696a2ba3802697078",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}