File size: 17,875 Bytes
2c924ea
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3191126279863481,
            "acc_stderr": 0.013621696119173302,
            "acc_norm": 0.37627986348122866,
            "acc_norm_stderr": 0.014157022555407166
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.36138219478191597,
            "acc_stderr": 0.004794191785967945,
            "acc_norm": 0.46614220274845647,
            "acc_norm_stderr": 0.004978328190775522
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.40350877192982454,
            "acc_stderr": 0.03762738699917055,
            "acc_norm": 0.40350877192982454,
            "acc_norm_stderr": 0.03762738699917055
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.5145631067961165,
            "acc_stderr": 0.04948637324026637,
            "acc_norm": 0.5145631067961165,
            "acc_norm_stderr": 0.04948637324026637
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.4789272030651341,
            "acc_stderr": 0.0178640767862129,
            "acc_norm": 0.4789272030651341,
            "acc_norm_stderr": 0.0178640767862129
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.37037037037037035,
            "acc_stderr": 0.04171654161354543,
            "acc_norm": 0.37037037037037035,
            "acc_norm_stderr": 0.04171654161354543
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.39148936170212767,
            "acc_stderr": 0.03190701242326812,
            "acc_norm": 0.39148936170212767,
            "acc_norm_stderr": 0.03190701242326812
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.39759036144578314,
            "acc_stderr": 0.038099730845402184,
            "acc_norm": 0.39759036144578314,
            "acc_norm_stderr": 0.038099730845402184
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4437299035369775,
            "acc_stderr": 0.02821768355665232,
            "acc_norm": 0.4437299035369775,
            "acc_norm_stderr": 0.02821768355665232
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.3721973094170404,
            "acc_stderr": 0.03244305283008731,
            "acc_norm": 0.3721973094170404,
            "acc_norm_stderr": 0.03244305283008731
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.5419847328244275,
            "acc_stderr": 0.04369802690578756,
            "acc_norm": 0.5419847328244275,
            "acc_norm_stderr": 0.04369802690578756
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695236,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695236
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.51010101010101,
            "acc_stderr": 0.035616254886737454,
            "acc_norm": 0.51010101010101,
            "acc_norm_stderr": 0.035616254886737454
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4413793103448276,
            "acc_stderr": 0.04137931034482758,
            "acc_norm": 0.4413793103448276,
            "acc_norm_stderr": 0.04137931034482758
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.21568627450980393,
            "acc_stderr": 0.04092563958237655,
            "acc_norm": 0.21568627450980393,
            "acc_norm_stderr": 0.04092563958237655
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.453781512605042,
            "acc_stderr": 0.03233943468182088,
            "acc_norm": 0.453781512605042,
            "acc_norm_stderr": 0.03233943468182088
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.3974358974358974,
            "acc_stderr": 0.024811920017903836,
            "acc_norm": 0.3974358974358974,
            "acc_norm_stderr": 0.024811920017903836
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.47,
            "acc_stderr": 0.050161355804659205,
            "acc_norm": 0.47,
            "acc_norm_stderr": 0.050161355804659205
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621504,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621504
        },
        "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": 0.35467980295566504,
            "acc_stderr": 0.03366124489051449,
            "acc_norm": 0.35467980295566504,
            "acc_norm_stderr": 0.03366124489051449
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.47419354838709676,
            "acc_stderr": 0.028406095057653315,
            "acc_norm": 0.47419354838709676,
            "acc_norm_stderr": 0.028406095057653315
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.5897435897435898,
            "acc_stderr": 0.03222414045241107,
            "acc_norm": 0.5897435897435898,
            "acc_norm_stderr": 0.03222414045241107
        },
        "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": 0.4818181818181818,
            "acc_stderr": 0.04785964010794916,
            "acc_norm": 0.4818181818181818,
            "acc_norm_stderr": 0.04785964010794916
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.23703703703703705,
            "acc_stderr": 0.02592887613276611,
            "acc_norm": 0.23703703703703705,
            "acc_norm_stderr": 0.02592887613276611
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2980132450331126,
            "acc_stderr": 0.037345356767871984,
            "acc_norm": 0.2980132450331126,
            "acc_norm_stderr": 0.037345356767871984
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5422885572139303,
            "acc_stderr": 0.035228658640995975,
            "acc_norm": 0.5422885572139303,
            "acc_norm_stderr": 0.035228658640995975
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.37572254335260113,
            "acc_stderr": 0.036928207672648664,
            "acc_norm": 0.37572254335260113,
            "acc_norm_stderr": 0.036928207672648664
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2830687830687831,
            "acc_stderr": 0.023201392938194978,
            "acc_norm": 0.2830687830687831,
            "acc_norm_stderr": 0.023201392938194978
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2986111111111111,
            "acc_stderr": 0.03827052357950756,
            "acc_norm": 0.2986111111111111,
            "acc_norm_stderr": 0.03827052357950756
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.54,
            "acc_stderr": 0.05009082659620333,
            "acc_norm": 0.54,
            "acc_norm_stderr": 0.05009082659620333
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.4595375722543353,
            "acc_stderr": 0.02683080599895224,
            "acc_norm": 0.4595375722543353,
            "acc_norm_stderr": 0.02683080599895224
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.3619631901840491,
            "acc_stderr": 0.037757007291414416,
            "acc_norm": 0.3619631901840491,
            "acc_norm_stderr": 0.037757007291414416
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.4012345679012346,
            "acc_stderr": 0.0272725828498398,
            "acc_norm": 0.4012345679012346,
            "acc_norm_stderr": 0.0272725828498398
        },
        "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": 0.49740932642487046,
            "acc_stderr": 0.03608390745384486,
            "acc_norm": 0.49740932642487046,
            "acc_norm_stderr": 0.03608390745384486
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.04434600701584926,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.04434600701584926
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.44770642201834865,
            "acc_stderr": 0.021319754962425462,
            "acc_norm": 0.44770642201834865,
            "acc_norm_stderr": 0.021319754962425462
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.373015873015873,
            "acc_stderr": 0.04325506042017086,
            "acc_norm": 0.373015873015873,
            "acc_norm_stderr": 0.04325506042017086
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.4411764705882353,
            "acc_stderr": 0.028431095444176643,
            "acc_norm": 0.4411764705882353,
            "acc_norm_stderr": 0.028431095444176643
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.38,
            "acc_stderr": 0.04878317312145633,
            "acc_norm": 0.38,
            "acc_norm_stderr": 0.04878317312145633
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5702479338842975,
            "acc_stderr": 0.04519082021319774,
            "acc_norm": 0.5702479338842975,
            "acc_norm_stderr": 0.04519082021319774
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.48026315789473684,
            "acc_stderr": 0.040657710025626036,
            "acc_norm": 0.48026315789473684,
            "acc_norm_stderr": 0.040657710025626036
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.31699346405228757,
            "acc_stderr": 0.018824219512706207,
            "acc_norm": 0.31699346405228757,
            "acc_norm_stderr": 0.018824219512706207
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.30851063829787234,
            "acc_stderr": 0.027553366165101373,
            "acc_norm": 0.30851063829787234,
            "acc_norm_stderr": 0.027553366165101373
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.22321428571428573,
            "acc_stderr": 0.039523019677025116,
            "acc_norm": 0.22321428571428573,
            "acc_norm_stderr": 0.039523019677025116
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.3888888888888889,
            "acc_stderr": 0.03324708911809117,
            "acc_norm": 0.3888888888888889,
            "acc_norm_stderr": 0.03324708911809117
        },
        "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": 0.04760952285695235,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695235
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.375,
            "acc_stderr": 0.029408372932278746,
            "acc_norm": 0.375,
            "acc_norm_stderr": 0.029408372932278746
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.43673469387755104,
            "acc_stderr": 0.031751952375833226,
            "acc_norm": 0.43673469387755104,
            "acc_norm_stderr": 0.031751952375833226
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.39662447257383965,
            "acc_stderr": 0.03184399873811226,
            "acc_norm": 0.39662447257383965,
            "acc_norm_stderr": 0.03184399873811226
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.31681877444589307,
            "acc_stderr": 0.011882349954723015,
            "acc_norm": 0.31681877444589307,
            "acc_norm_stderr": 0.011882349954723015
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4019607843137255,
            "acc_stderr": 0.03441190023482466,
            "acc_norm": 0.4019607843137255,
            "acc_norm_stderr": 0.03441190023482466
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.42424242424242425,
            "acc_stderr": 0.038592681420702615,
            "acc_norm": 0.42424242424242425,
            "acc_norm_stderr": 0.038592681420702615
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.24357405140758873,
            "mc1_stderr": 0.015026354824910782,
            "mc2": 0.41395274449910313,
            "mc2_stderr": 0.015033140507060082
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.28169014084507044,
            "acc_stderr": 0.015419736669636544,
            "acc_norm": 0.33568075117370894,
            "acc_norm_stderr": 0.01618776374375696
        }
    },
    "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": "TheBloke/Llama-2-13B-fp16",
        "model_sha": "b2e65e8ad4bb35e5abaee0170ebd5fc2134a50bb",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}