File size: 17,816 Bytes
b23c4b0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.4112627986348123,
            "acc_stderr": 0.014379441068522077,
            "acc_norm": 0.45733788395904434,
            "acc_norm_stderr": 0.014558106543924067
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.43288189603664606,
            "acc_stderr": 0.004944620712318274,
            "acc_norm": 0.5816570404301932,
            "acc_norm_stderr": 0.004922789247319874
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.5321637426900585,
            "acc_stderr": 0.038268824176603704,
            "acc_norm": 0.5321637426900585,
            "acc_norm_stderr": 0.038268824176603704
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.5242718446601942,
            "acc_stderr": 0.049449010929737795,
            "acc_norm": 0.5242718446601942,
            "acc_norm_stderr": 0.049449010929737795
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5517241379310345,
            "acc_stderr": 0.01778403453499242,
            "acc_norm": 0.5517241379310345,
            "acc_norm_stderr": 0.01778403453499242
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.4074074074074074,
            "acc_stderr": 0.0424463323835323,
            "acc_norm": 0.4074074074074074,
            "acc_norm_stderr": 0.0424463323835323
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.27,
            "acc_stderr": 0.04461960433384741,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.04461960433384741
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.40425531914893614,
            "acc_stderr": 0.03208115750788684,
            "acc_norm": 0.40425531914893614,
            "acc_norm_stderr": 0.03208115750788684
        },
        "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": 0.4919614147909968,
            "acc_stderr": 0.028394421370984545,
            "acc_norm": 0.4919614147909968,
            "acc_norm_stderr": 0.028394421370984545
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.5022421524663677,
            "acc_stderr": 0.033557465352232634,
            "acc_norm": 0.5022421524663677,
            "acc_norm_stderr": 0.033557465352232634
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.48091603053435117,
            "acc_stderr": 0.04382094705550989,
            "acc_norm": 0.48091603053435117,
            "acc_norm_stderr": 0.04382094705550989
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5858585858585859,
            "acc_stderr": 0.035094383488796295,
            "acc_norm": 0.5858585858585859,
            "acc_norm_stderr": 0.035094383488796295
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.36551724137931035,
            "acc_stderr": 0.040131241954243856,
            "acc_norm": 0.36551724137931035,
            "acc_norm_stderr": 0.040131241954243856
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.22549019607843138,
            "acc_stderr": 0.04158307533083286,
            "acc_norm": 0.22549019607843138,
            "acc_norm_stderr": 0.04158307533083286
        },
        "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": 0.45384615384615384,
            "acc_stderr": 0.02524277098712617,
            "acc_norm": 0.45384615384615384,
            "acc_norm_stderr": 0.02524277098712617
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.55,
            "acc_stderr": 0.04999999999999999,
            "acc_norm": 0.55,
            "acc_norm_stderr": 0.04999999999999999
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.5370370370370371,
            "acc_stderr": 0.04820403072760627,
            "acc_norm": 0.5370370370370371,
            "acc_norm_stderr": 0.04820403072760627
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.35960591133004927,
            "acc_stderr": 0.03376458246509567,
            "acc_norm": 0.35960591133004927,
            "acc_norm_stderr": 0.03376458246509567
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.4612903225806452,
            "acc_stderr": 0.02835863485983692,
            "acc_norm": 0.4612903225806452,
            "acc_norm_stderr": 0.02835863485983692
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6538461538461539,
            "acc_stderr": 0.031166957367235903,
            "acc_norm": 0.6538461538461539,
            "acc_norm_stderr": 0.031166957367235903
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.4490566037735849,
            "acc_stderr": 0.030612730713641092,
            "acc_norm": 0.4490566037735849,
            "acc_norm_stderr": 0.030612730713641092
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.6,
            "acc_stderr": 0.0469237132203465,
            "acc_norm": 0.6,
            "acc_norm_stderr": 0.0469237132203465
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2518518518518518,
            "acc_stderr": 0.026466117538959916,
            "acc_norm": 0.2518518518518518,
            "acc_norm_stderr": 0.026466117538959916
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.31125827814569534,
            "acc_stderr": 0.03780445850526733,
            "acc_norm": 0.31125827814569534,
            "acc_norm_stderr": 0.03780445850526733
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5572139303482587,
            "acc_stderr": 0.03512310964123937,
            "acc_norm": 0.5572139303482587,
            "acc_norm_stderr": 0.03512310964123937
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.41040462427745666,
            "acc_stderr": 0.03750757044895538,
            "acc_norm": 0.41040462427745666,
            "acc_norm_stderr": 0.03750757044895538
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.29894179894179895,
            "acc_stderr": 0.023577604791655812,
            "acc_norm": 0.29894179894179895,
            "acc_norm_stderr": 0.023577604791655812
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3958333333333333,
            "acc_stderr": 0.04089465449325583,
            "acc_norm": 0.3958333333333333,
            "acc_norm_stderr": 0.04089465449325583
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.65,
            "acc_stderr": 0.04793724854411018,
            "acc_norm": 0.65,
            "acc_norm_stderr": 0.04793724854411018
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.5,
            "acc_stderr": 0.026919095102908273,
            "acc_norm": 0.5,
            "acc_norm_stderr": 0.026919095102908273
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.5828220858895705,
            "acc_stderr": 0.03874102859818082,
            "acc_norm": 0.5828220858895705,
            "acc_norm_stderr": 0.03874102859818082
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.49691358024691357,
            "acc_stderr": 0.027820214158594377,
            "acc_norm": 0.49691358024691357,
            "acc_norm_stderr": 0.027820214158594377
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.538860103626943,
            "acc_stderr": 0.03597524411734578,
            "acc_norm": 0.538860103626943,
            "acc_norm_stderr": 0.03597524411734578
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.21052631578947367,
            "acc_stderr": 0.03835153954399419,
            "acc_norm": 0.21052631578947367,
            "acc_norm_stderr": 0.03835153954399419
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.5926605504587156,
            "acc_stderr": 0.02106598624441288,
            "acc_norm": 0.5926605504587156,
            "acc_norm_stderr": 0.02106598624441288
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.04216370213557835,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.04216370213557835
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.42483660130718953,
            "acc_stderr": 0.02830457667314111,
            "acc_norm": 0.42483660130718953,
            "acc_norm_stderr": 0.02830457667314111
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.47,
            "acc_stderr": 0.05016135580465919,
            "acc_norm": 0.47,
            "acc_norm_stderr": 0.05016135580465919
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5950413223140496,
            "acc_stderr": 0.04481137755942469,
            "acc_norm": 0.5950413223140496,
            "acc_norm_stderr": 0.04481137755942469
        },
        "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": 0.4215686274509804,
            "acc_stderr": 0.01997742260022747,
            "acc_norm": 0.4215686274509804,
            "acc_norm_stderr": 0.01997742260022747
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.3546099290780142,
            "acc_stderr": 0.02853865002887864,
            "acc_norm": 0.3546099290780142,
            "acc_norm_stderr": 0.02853865002887864
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.2767857142857143,
            "acc_stderr": 0.04246624336697624,
            "acc_norm": 0.2767857142857143,
            "acc_norm_stderr": 0.04246624336697624
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.33796296296296297,
            "acc_stderr": 0.03225941352631295,
            "acc_norm": 0.33796296296296297,
            "acc_norm_stderr": 0.03225941352631295
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2435754189944134,
            "acc_stderr": 0.01435591196476786,
            "acc_norm": 0.2435754189944134,
            "acc_norm_stderr": 0.01435591196476786
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "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": 0.3860294117647059,
            "acc_stderr": 0.029573269134411124,
            "acc_norm": 0.3860294117647059,
            "acc_norm_stderr": 0.029573269134411124
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.5061224489795918,
            "acc_stderr": 0.03200682020163907,
            "acc_norm": 0.5061224489795918,
            "acc_norm_stderr": 0.03200682020163907
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.6751054852320675,
            "acc_stderr": 0.030486039389105303,
            "acc_norm": 0.6751054852320675,
            "acc_norm_stderr": 0.030486039389105303
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.3774445893089961,
            "acc_stderr": 0.012380680911165804,
            "acc_norm": 0.3774445893089961,
            "acc_norm_stderr": 0.012380680911165804
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.5245098039215687,
            "acc_stderr": 0.035050931943487976,
            "acc_norm": 0.5245098039215687,
            "acc_norm_stderr": 0.035050931943487976
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.5575757575757576,
            "acc_stderr": 0.03878372113711275,
            "acc_norm": 0.5575757575757576,
            "acc_norm_stderr": 0.03878372113711275
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.31946144430844553,
            "mc1_stderr": 0.0163226441829605,
            "mc2": 0.4756188079524156,
            "mc2_stderr": 0.015396392654893808
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5100354191263282,
            "acc_stderr": 0.01718689128689406,
            "acc_norm": 0.5832349468713105,
            "acc_norm_stderr": 0.01695048914610882
        }
    },
    "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": "42MARU/GenAI-llama2-ko-en-dpo-13b-test3",
        "model_sha": "d70fdfed2e0b43ac6715ee5ec24801fd2bd5c25d",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}