File size: 17,862 Bytes
f9d1274
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.363481228668942,
            "acc_stderr": 0.014056207319068285,
            "acc_norm": 0.439419795221843,
            "acc_norm_stderr": 0.014503747823580122
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.3769169488149771,
            "acc_stderr": 0.004836234143655416,
            "acc_norm": 0.498406691894045,
            "acc_norm_stderr": 0.004989756076956349
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4619883040935672,
            "acc_stderr": 0.03823727092882307,
            "acc_norm": 0.4619883040935672,
            "acc_norm_stderr": 0.03823727092882307
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.4854368932038835,
            "acc_stderr": 0.04948637324026637,
            "acc_norm": 0.4854368932038835,
            "acc_norm_stderr": 0.04948637324026637
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.49936143039591313,
            "acc_stderr": 0.017879948914431672,
            "acc_norm": 0.49936143039591313,
            "acc_norm_stderr": 0.017879948914431672
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.45185185185185184,
            "acc_stderr": 0.04299268905480863,
            "acc_norm": 0.45185185185185184,
            "acc_norm_stderr": 0.04299268905480863
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.35,
            "acc_stderr": 0.04793724854411018,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.04793724854411018
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.35319148936170214,
            "acc_stderr": 0.031245325202761926,
            "acc_norm": 0.35319148936170214,
            "acc_norm_stderr": 0.031245325202761926
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.39156626506024095,
            "acc_stderr": 0.03799857454479636,
            "acc_norm": 0.39156626506024095,
            "acc_norm_stderr": 0.03799857454479636
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4437299035369775,
            "acc_stderr": 0.02821768355665231,
            "acc_norm": 0.4437299035369775,
            "acc_norm_stderr": 0.02821768355665231
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.4663677130044843,
            "acc_stderr": 0.033481800170603065,
            "acc_norm": 0.4663677130044843,
            "acc_norm_stderr": 0.033481800170603065
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.40458015267175573,
            "acc_stderr": 0.043046937953806645,
            "acc_norm": 0.40458015267175573,
            "acc_norm_stderr": 0.043046937953806645
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.398989898989899,
            "acc_stderr": 0.03488901616852731,
            "acc_norm": 0.398989898989899,
            "acc_norm_stderr": 0.03488901616852731
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4068965517241379,
            "acc_stderr": 0.04093793981266237,
            "acc_norm": 0.4068965517241379,
            "acc_norm_stderr": 0.04093793981266237
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.18627450980392157,
            "acc_stderr": 0.038739587141493524,
            "acc_norm": 0.18627450980392157,
            "acc_norm_stderr": 0.038739587141493524
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.3865546218487395,
            "acc_stderr": 0.0316314580755238,
            "acc_norm": 0.3865546218487395,
            "acc_norm_stderr": 0.0316314580755238
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.40512820512820513,
            "acc_stderr": 0.024890471769938152,
            "acc_norm": 0.40512820512820513,
            "acc_norm_stderr": 0.024890471769938152
        },
        "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": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "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": 0.37438423645320196,
            "acc_stderr": 0.03405155380561952,
            "acc_norm": 0.37438423645320196,
            "acc_norm_stderr": 0.03405155380561952
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.3935483870967742,
            "acc_stderr": 0.02779187875313227,
            "acc_norm": 0.3935483870967742,
            "acc_norm_stderr": 0.02779187875313227
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.5982905982905983,
            "acc_stderr": 0.03211693751051621,
            "acc_norm": 0.5982905982905983,
            "acc_norm_stderr": 0.03211693751051621
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.37735849056603776,
            "acc_stderr": 0.02983280811479601,
            "acc_norm": 0.37735849056603776,
            "acc_norm_stderr": 0.02983280811479601
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.39090909090909093,
            "acc_stderr": 0.046737523336702384,
            "acc_norm": 0.39090909090909093,
            "acc_norm_stderr": 0.046737523336702384
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.26296296296296295,
            "acc_stderr": 0.02684205787383371,
            "acc_norm": 0.26296296296296295,
            "acc_norm_stderr": 0.02684205787383371
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2980132450331126,
            "acc_stderr": 0.03734535676787198,
            "acc_norm": 0.2980132450331126,
            "acc_norm_stderr": 0.03734535676787198
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.4975124378109453,
            "acc_stderr": 0.03535490150137289,
            "acc_norm": 0.4975124378109453,
            "acc_norm_stderr": 0.03535490150137289
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3872832369942196,
            "acc_stderr": 0.037143259063020635,
            "acc_norm": 0.3872832369942196,
            "acc_norm_stderr": 0.037143259063020635
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2804232804232804,
            "acc_stderr": 0.02313528797432563,
            "acc_norm": 0.2804232804232804,
            "acc_norm_stderr": 0.02313528797432563
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.039420826399272135,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.039420826399272135
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.3,
            "acc_stderr": 0.04605661864718381,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.04605661864718381
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.59,
            "acc_stderr": 0.04943110704237102,
            "acc_norm": 0.59,
            "acc_norm_stderr": 0.04943110704237102
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.45664739884393063,
            "acc_stderr": 0.026817718130348913,
            "acc_norm": 0.45664739884393063,
            "acc_norm_stderr": 0.026817718130348913
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4049079754601227,
            "acc_stderr": 0.03856672163548913,
            "acc_norm": 0.4049079754601227,
            "acc_norm_stderr": 0.03856672163548913
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.4351851851851852,
            "acc_stderr": 0.027586006221607718,
            "acc_norm": 0.4351851851851852,
            "acc_norm_stderr": 0.027586006221607718
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206845,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206845
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.37823834196891193,
            "acc_stderr": 0.03499807276193338,
            "acc_norm": 0.37823834196891193,
            "acc_norm_stderr": 0.03499807276193338
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.3157894736842105,
            "acc_stderr": 0.04372748290278008,
            "acc_norm": 0.3157894736842105,
            "acc_norm_stderr": 0.04372748290278008
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.41651376146788993,
            "acc_stderr": 0.021136376504030874,
            "acc_norm": 0.41651376146788993,
            "acc_norm_stderr": 0.021136376504030874
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2777777777777778,
            "acc_stderr": 0.04006168083848878,
            "acc_norm": 0.2777777777777778,
            "acc_norm_stderr": 0.04006168083848878
        },
        "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": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.6198347107438017,
            "acc_stderr": 0.04431324501968431,
            "acc_norm": 0.6198347107438017,
            "acc_norm_stderr": 0.04431324501968431
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.375,
            "acc_stderr": 0.039397364351956274,
            "acc_norm": 0.375,
            "acc_norm_stderr": 0.039397364351956274
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.35130718954248363,
            "acc_stderr": 0.019312676065786554,
            "acc_norm": 0.35130718954248363,
            "acc_norm_stderr": 0.019312676065786554
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.30851063829787234,
            "acc_stderr": 0.027553366165101366,
            "acc_norm": 0.30851063829787234,
            "acc_norm_stderr": 0.027553366165101366
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.25,
            "acc_stderr": 0.04109974682633932,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04109974682633932
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.2824074074074074,
            "acc_stderr": 0.030701372111510934,
            "acc_norm": 0.2824074074074074,
            "acc_norm_stderr": 0.030701372111510934
        },
        "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": 0.32,
            "acc_stderr": 0.04688261722621504,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621504
        },
        "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": 0.33455882352941174,
            "acc_stderr": 0.02866199620233531,
            "acc_norm": 0.33455882352941174,
            "acc_norm_stderr": 0.02866199620233531
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.4448979591836735,
            "acc_stderr": 0.03181425118197787,
            "acc_norm": 0.4448979591836735,
            "acc_norm_stderr": 0.03181425118197787
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5063291139240507,
            "acc_stderr": 0.03254462010767859,
            "acc_norm": 0.5063291139240507,
            "acc_norm_stderr": 0.03254462010767859
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.3005215123859192,
            "acc_stderr": 0.011709918883039124,
            "acc_norm": 0.3005215123859192,
            "acc_norm_stderr": 0.011709918883039124
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.033086111132364336,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.033086111132364336
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.47878787878787876,
            "acc_stderr": 0.03900828913737302,
            "acc_norm": 0.47878787878787876,
            "acc_norm_stderr": 0.03900828913737302
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.22888616891064872,
            "mc1_stderr": 0.014706994909055027,
            "mc2": 0.3806541455843524,
            "mc2_stderr": 0.014913115418195339
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.3990554899645809,
            "acc_stderr": 0.016836377292849296,
            "acc_norm": 0.4793388429752066,
            "acc_norm_stderr": 0.01717567127983645
        }
    },
    "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": "Kaeri-Jenti/llama-2-koen-13b-with-ko-wiki",
        "model_sha": "c04aefa73af3678c5fd2df2750199589dbec1216",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}