File size: 17,872 Bytes
ea967e0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3626279863481229,
            "acc_stderr": 0.014049106564955005,
            "acc_norm": 0.43686006825938567,
            "acc_norm_stderr": 0.014494421584256512
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4130651264688309,
            "acc_stderr": 0.0049137803474988756,
            "acc_norm": 0.5571599283011353,
            "acc_norm_stderr": 0.004957068377516513
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.47953216374269003,
            "acc_stderr": 0.038316105328219316,
            "acc_norm": 0.47953216374269003,
            "acc_norm_stderr": 0.038316105328219316
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.4368932038834951,
            "acc_stderr": 0.04911147107365777,
            "acc_norm": 0.4368932038834951,
            "acc_norm_stderr": 0.04911147107365777
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.49680715197956576,
            "acc_stderr": 0.017879598945933065,
            "acc_norm": 0.49680715197956576,
            "acc_norm_stderr": 0.017879598945933065
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.42962962962962964,
            "acc_stderr": 0.04276349494376598,
            "acc_norm": 0.42962962962962964,
            "acc_norm_stderr": 0.04276349494376598
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.26,
            "acc_stderr": 0.04408440022768077,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.04408440022768077
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.40425531914893614,
            "acc_stderr": 0.032081157507886836,
            "acc_norm": 0.40425531914893614,
            "acc_norm_stderr": 0.032081157507886836
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.3855421686746988,
            "acc_stderr": 0.03789134424611548,
            "acc_norm": 0.3855421686746988,
            "acc_norm_stderr": 0.03789134424611548
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.47266881028938906,
            "acc_stderr": 0.02835563356832818,
            "acc_norm": 0.47266881028938906,
            "acc_norm_stderr": 0.02835563356832818
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.4977578475336323,
            "acc_stderr": 0.033557465352232634,
            "acc_norm": 0.4977578475336323,
            "acc_norm_stderr": 0.033557465352232634
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4351145038167939,
            "acc_stderr": 0.04348208051644858,
            "acc_norm": 0.4351145038167939,
            "acc_norm_stderr": 0.04348208051644858
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.4,
            "acc_stderr": 0.049236596391733084,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.049236596391733084
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5050505050505051,
            "acc_stderr": 0.035621707606254015,
            "acc_norm": 0.5050505050505051,
            "acc_norm_stderr": 0.035621707606254015
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.31724137931034485,
            "acc_stderr": 0.03878352372138621,
            "acc_norm": 0.31724137931034485,
            "acc_norm_stderr": 0.03878352372138621
        },
        "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": 0.3949579831932773,
            "acc_stderr": 0.03175367846096625,
            "acc_norm": 0.3949579831932773,
            "acc_norm_stderr": 0.03175367846096625
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.3769230769230769,
            "acc_stderr": 0.024570975364225995,
            "acc_norm": 0.3769230769230769,
            "acc_norm_stderr": 0.024570975364225995
        },
        "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": 0.5185185185185185,
            "acc_stderr": 0.04830366024635331,
            "acc_norm": 0.5185185185185185,
            "acc_norm_stderr": 0.04830366024635331
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3448275862068966,
            "acc_stderr": 0.03344283744280458,
            "acc_norm": 0.3448275862068966,
            "acc_norm_stderr": 0.03344283744280458
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.4161290322580645,
            "acc_stderr": 0.028040981380761547,
            "acc_norm": 0.4161290322580645,
            "acc_norm_stderr": 0.028040981380761547
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6153846153846154,
            "acc_stderr": 0.03187195347942466,
            "acc_norm": 0.6153846153846154,
            "acc_norm_stderr": 0.03187195347942466
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.39622641509433965,
            "acc_stderr": 0.030102793781791194,
            "acc_norm": 0.39622641509433965,
            "acc_norm_stderr": 0.030102793781791194
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.45454545454545453,
            "acc_stderr": 0.04769300568972743,
            "acc_norm": 0.45454545454545453,
            "acc_norm_stderr": 0.04769300568972743
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2740740740740741,
            "acc_stderr": 0.027195934804085626,
            "acc_norm": 0.2740740740740741,
            "acc_norm_stderr": 0.027195934804085626
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.271523178807947,
            "acc_stderr": 0.03631329803969654,
            "acc_norm": 0.271523178807947,
            "acc_norm_stderr": 0.03631329803969654
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.4975124378109453,
            "acc_stderr": 0.03535490150137288,
            "acc_norm": 0.4975124378109453,
            "acc_norm_stderr": 0.03535490150137288
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3236994219653179,
            "acc_stderr": 0.03567603799639172,
            "acc_norm": 0.3236994219653179,
            "acc_norm_stderr": 0.03567603799639172
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.25132275132275134,
            "acc_stderr": 0.022340482339643895,
            "acc_norm": 0.25132275132275134,
            "acc_norm_stderr": 0.022340482339643895
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3611111111111111,
            "acc_stderr": 0.040166600304512336,
            "acc_norm": 0.3611111111111111,
            "acc_norm_stderr": 0.040166600304512336
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252606,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252606
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.55,
            "acc_stderr": 0.05,
            "acc_norm": 0.55,
            "acc_norm_stderr": 0.05
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.47398843930635837,
            "acc_stderr": 0.02688264343402289,
            "acc_norm": 0.47398843930635837,
            "acc_norm_stderr": 0.02688264343402289
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4110429447852761,
            "acc_stderr": 0.038656978537853624,
            "acc_norm": 0.4110429447852761,
            "acc_norm_stderr": 0.038656978537853624
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.4506172839506173,
            "acc_stderr": 0.0276847214156562,
            "acc_norm": 0.4506172839506173,
            "acc_norm_stderr": 0.0276847214156562
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.44559585492227977,
            "acc_stderr": 0.03587014986075659,
            "acc_norm": 0.44559585492227977,
            "acc_norm_stderr": 0.03587014986075659
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2543859649122807,
            "acc_stderr": 0.04096985139843671,
            "acc_norm": 0.2543859649122807,
            "acc_norm_stderr": 0.04096985139843671
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.48073394495412847,
            "acc_stderr": 0.02142140298254889,
            "acc_norm": 0.48073394495412847,
            "acc_norm_stderr": 0.02142140298254889
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.24603174603174602,
            "acc_stderr": 0.03852273364924317,
            "acc_norm": 0.24603174603174602,
            "acc_norm_stderr": 0.03852273364924317
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.3627450980392157,
            "acc_stderr": 0.027530078447110307,
            "acc_norm": 0.3627450980392157,
            "acc_norm_stderr": 0.027530078447110307
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.44,
            "acc_stderr": 0.049888765156985884,
            "acc_norm": 0.44,
            "acc_norm_stderr": 0.049888765156985884
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5371900826446281,
            "acc_stderr": 0.04551711196104218,
            "acc_norm": 0.5371900826446281,
            "acc_norm_stderr": 0.04551711196104218
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.35526315789473684,
            "acc_stderr": 0.038947344870133176,
            "acc_norm": 0.35526315789473684,
            "acc_norm_stderr": 0.038947344870133176
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3660130718954248,
            "acc_stderr": 0.019488025745529675,
            "acc_norm": 0.3660130718954248,
            "acc_norm_stderr": 0.019488025745529675
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.3049645390070922,
            "acc_stderr": 0.027464708442022135,
            "acc_norm": 0.3049645390070922,
            "acc_norm_stderr": 0.027464708442022135
        },
        "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": 0.2361111111111111,
            "acc_stderr": 0.028963702570791033,
            "acc_norm": 0.2361111111111111,
            "acc_norm_stderr": 0.028963702570791033
        },
        "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": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.3125,
            "acc_stderr": 0.02815637344037142,
            "acc_norm": 0.3125,
            "acc_norm_stderr": 0.02815637344037142
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.37551020408163266,
            "acc_stderr": 0.031001209039894836,
            "acc_norm": 0.37551020408163266,
            "acc_norm_stderr": 0.031001209039894836
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5738396624472574,
            "acc_stderr": 0.03219035703131774,
            "acc_norm": 0.5738396624472574,
            "acc_norm_stderr": 0.03219035703131774
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.28683181225554105,
            "acc_stderr": 0.011551504781176933,
            "acc_norm": 0.28683181225554105,
            "acc_norm_stderr": 0.011551504781176933
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4166666666666667,
            "acc_stderr": 0.0346022832723917,
            "acc_norm": 0.4166666666666667,
            "acc_norm_stderr": 0.0346022832723917
        },
        "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": 0.27539779681762544,
            "mc1_stderr": 0.015638135667775523,
            "mc2": 0.43540541386680215,
            "mc2_stderr": 0.015086654503820634
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.43683589138134593,
            "acc_stderr": 0.017052633559856076,
            "acc_norm": 0.5324675324675324,
            "acc_norm_stderr": 0.017154073716682868
        }
    },
    "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": "gangkongkong/llama-2-koen-13b-gangkk-alpaca-cosine-all-epoch3-merge",
        "model_sha": "b38c6d07fbdb2119f7c1ee28c1a764c305547aec",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}