File size: 17,901 Bytes
40c19fb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.386518771331058,
            "acc_stderr": 0.014230084761910467,
            "acc_norm": 0.45051194539249145,
            "acc_norm_stderr": 0.014539646098471627
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4208325034853615,
            "acc_stderr": 0.004926837572202161,
            "acc_norm": 0.5668193586934873,
            "acc_norm_stderr": 0.0049450236570322765
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.5146198830409356,
            "acc_stderr": 0.038331852752130254,
            "acc_norm": 0.5146198830409356,
            "acc_norm_stderr": 0.038331852752130254
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.4368932038834951,
            "acc_stderr": 0.049111471073657764,
            "acc_norm": 0.4368932038834951,
            "acc_norm_stderr": 0.049111471073657764
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5223499361430396,
            "acc_stderr": 0.01786209177850786,
            "acc_norm": 0.5223499361430396,
            "acc_norm_stderr": 0.01786209177850786
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.5037037037037037,
            "acc_stderr": 0.043192236258113324,
            "acc_norm": 0.5037037037037037,
            "acc_norm_stderr": 0.043192236258113324
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.27,
            "acc_stderr": 0.0446196043338474,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.0446196043338474
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.3872340425531915,
            "acc_stderr": 0.03184389265339526,
            "acc_norm": 0.3872340425531915,
            "acc_norm_stderr": 0.03184389265339526
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.4036144578313253,
            "acc_stderr": 0.03819486140758398,
            "acc_norm": 0.4036144578313253,
            "acc_norm_stderr": 0.03819486140758398
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4983922829581994,
            "acc_stderr": 0.02839794490780661,
            "acc_norm": 0.4983922829581994,
            "acc_norm_stderr": 0.02839794490780661
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.5022421524663677,
            "acc_stderr": 0.03355746535223263,
            "acc_norm": 0.5022421524663677,
            "acc_norm_stderr": 0.03355746535223263
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.5038167938931297,
            "acc_stderr": 0.043851623256015534,
            "acc_norm": 0.5038167938931297,
            "acc_norm_stderr": 0.043851623256015534
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "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": 0.38620689655172413,
            "acc_stderr": 0.04057324734419035,
            "acc_norm": 0.38620689655172413,
            "acc_norm_stderr": 0.04057324734419035
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.20588235294117646,
            "acc_stderr": 0.04023382273617747,
            "acc_norm": 0.20588235294117646,
            "acc_norm_stderr": 0.04023382273617747
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.4327731092436975,
            "acc_stderr": 0.03218358107742613,
            "acc_norm": 0.4327731092436975,
            "acc_norm_stderr": 0.03218358107742613
        },
        "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": 0.52,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.52,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001974,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001974
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.5092592592592593,
            "acc_stderr": 0.04832853553437055,
            "acc_norm": 0.5092592592592593,
            "acc_norm_stderr": 0.04832853553437055
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.39901477832512317,
            "acc_stderr": 0.03445487686264716,
            "acc_norm": 0.39901477832512317,
            "acc_norm_stderr": 0.03445487686264716
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.43548387096774194,
            "acc_stderr": 0.028206225591502734,
            "acc_norm": 0.43548387096774194,
            "acc_norm_stderr": 0.028206225591502734
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6196581196581197,
            "acc_stderr": 0.03180425204384099,
            "acc_norm": 0.6196581196581197,
            "acc_norm_stderr": 0.03180425204384099
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.42641509433962266,
            "acc_stderr": 0.03043779434298305,
            "acc_norm": 0.42641509433962266,
            "acc_norm_stderr": 0.03043779434298305
        },
        "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": 0.26666666666666666,
            "acc_stderr": 0.02696242432507382,
            "acc_norm": 0.26666666666666666,
            "acc_norm_stderr": 0.02696242432507382
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.33112582781456956,
            "acc_stderr": 0.038425817186598696,
            "acc_norm": 0.33112582781456956,
            "acc_norm_stderr": 0.038425817186598696
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5970149253731343,
            "acc_stderr": 0.034683432951111266,
            "acc_norm": 0.5970149253731343,
            "acc_norm_stderr": 0.034683432951111266
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.32947976878612717,
            "acc_stderr": 0.03583901754736413,
            "acc_norm": 0.32947976878612717,
            "acc_norm_stderr": 0.03583901754736413
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2724867724867725,
            "acc_stderr": 0.02293097307163335,
            "acc_norm": 0.2724867724867725,
            "acc_norm_stderr": 0.02293097307163335
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3541666666666667,
            "acc_stderr": 0.039994111357535424,
            "acc_norm": 0.3541666666666667,
            "acc_norm_stderr": 0.039994111357535424
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695236,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695236
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.64,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.64,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.4884393063583815,
            "acc_stderr": 0.02691189868637792,
            "acc_norm": 0.4884393063583815,
            "acc_norm_stderr": 0.02691189868637792
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4171779141104294,
            "acc_stderr": 0.0387410285981808,
            "acc_norm": 0.4171779141104294,
            "acc_norm_stderr": 0.0387410285981808
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.44753086419753085,
            "acc_stderr": 0.027667138569422704,
            "acc_norm": 0.44753086419753085,
            "acc_norm_stderr": 0.027667138569422704
        },
        "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": 0.44041450777202074,
            "acc_stderr": 0.03582724530036094,
            "acc_norm": 0.44041450777202074,
            "acc_norm_stderr": 0.03582724530036094
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2631578947368421,
            "acc_stderr": 0.041424397194893596,
            "acc_norm": 0.2631578947368421,
            "acc_norm_stderr": 0.041424397194893596
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.5211009174311927,
            "acc_stderr": 0.02141822475426464,
            "acc_norm": 0.5211009174311927,
            "acc_norm_stderr": 0.02141822475426464
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.24603174603174602,
            "acc_stderr": 0.03852273364924315,
            "acc_norm": 0.24603174603174602,
            "acc_norm_stderr": 0.03852273364924315
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.4084967320261438,
            "acc_stderr": 0.028146405993096358,
            "acc_norm": 0.4084967320261438,
            "acc_norm_stderr": 0.028146405993096358
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.43,
            "acc_stderr": 0.04975698519562428,
            "acc_norm": 0.43,
            "acc_norm_stderr": 0.04975698519562428
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.628099173553719,
            "acc_stderr": 0.04412015806624504,
            "acc_norm": 0.628099173553719,
            "acc_norm_stderr": 0.04412015806624504
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.39473684210526316,
            "acc_stderr": 0.039777499346220734,
            "acc_norm": 0.39473684210526316,
            "acc_norm_stderr": 0.039777499346220734
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3790849673202614,
            "acc_stderr": 0.019627444748412232,
            "acc_norm": 0.3790849673202614,
            "acc_norm_stderr": 0.019627444748412232
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.28368794326241137,
            "acc_stderr": 0.026891709428343957,
            "acc_norm": 0.28368794326241137,
            "acc_norm_stderr": 0.026891709428343957
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.25892857142857145,
            "acc_stderr": 0.04157751539865629,
            "acc_norm": 0.25892857142857145,
            "acc_norm_stderr": 0.04157751539865629
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.2361111111111111,
            "acc_stderr": 0.02896370257079105,
            "acc_norm": 0.2361111111111111,
            "acc_norm_stderr": 0.02896370257079105
        },
        "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": 0.36,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.43,
            "acc_stderr": 0.04975698519562428,
            "acc_norm": 0.43,
            "acc_norm_stderr": 0.04975698519562428
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.3897058823529412,
            "acc_stderr": 0.02962466358115969,
            "acc_norm": 0.3897058823529412,
            "acc_norm_stderr": 0.02962466358115969
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.45714285714285713,
            "acc_stderr": 0.03189141832421397,
            "acc_norm": 0.45714285714285713,
            "acc_norm_stderr": 0.03189141832421397
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5780590717299579,
            "acc_stderr": 0.032148146302403695,
            "acc_norm": 0.5780590717299579,
            "acc_norm_stderr": 0.032148146302403695
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2940026075619296,
            "acc_stderr": 0.011636062953698605,
            "acc_norm": 0.2940026075619296,
            "acc_norm_stderr": 0.011636062953698605
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4019607843137255,
            "acc_stderr": 0.034411900234824655,
            "acc_norm": 0.4019607843137255,
            "acc_norm_stderr": 0.034411900234824655
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.5393939393939394,
            "acc_stderr": 0.03892207016552012,
            "acc_norm": 0.5393939393939394,
            "acc_norm_stderr": 0.03892207016552012
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2717258261933905,
            "mc1_stderr": 0.01557284045287583,
            "mc2": 0.4226153874486002,
            "mc2_stderr": 0.014807061474258669
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5324675324675324,
            "acc_stderr": 0.017154073716682868,
            "acc_norm": 0.6174734356552538,
            "acc_norm_stderr": 0.016709165387228834
        }
    },
    "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": "GAI-LLM/llama-2-koen-13b-dpo-v3",
        "model_sha": "ab13dffe5b9091d09383c3f57cff37e0503a7dc5",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}