File size: 17,892 Bytes
05e9de7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3046075085324232,
            "acc_stderr": 0.013449522109932492,
            "acc_norm": 0.363481228668942,
            "acc_norm_stderr": 0.014056207319068282
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.3981278629755029,
            "acc_stderr": 0.0048851164655502755,
            "acc_norm": 0.5159330810595499,
            "acc_norm_stderr": 0.004987247325495624
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.22807017543859648,
            "acc_stderr": 0.03218093795602357,
            "acc_norm": 0.22807017543859648,
            "acc_norm_stderr": 0.03218093795602357
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.24271844660194175,
            "acc_stderr": 0.04245022486384495,
            "acc_norm": 0.24271844660194175,
            "acc_norm_stderr": 0.04245022486384495
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.23754789272030652,
            "acc_stderr": 0.015218733046150193,
            "acc_norm": 0.23754789272030652,
            "acc_norm_stderr": 0.015218733046150193
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.28888888888888886,
            "acc_stderr": 0.039154506304142495,
            "acc_norm": 0.28888888888888886,
            "acc_norm_stderr": 0.039154506304142495
        },
        "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": 0.2297872340425532,
            "acc_stderr": 0.02750175294441242,
            "acc_norm": 0.2297872340425532,
            "acc_norm_stderr": 0.02750175294441242
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.2469879518072289,
            "acc_stderr": 0.03357351982064536,
            "acc_norm": 0.2469879518072289,
            "acc_norm_stderr": 0.03357351982064536
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.33440514469453375,
            "acc_stderr": 0.026795422327893944,
            "acc_norm": 0.33440514469453375,
            "acc_norm_stderr": 0.026795422327893944
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.1031390134529148,
            "acc_stderr": 0.020412564289839272,
            "acc_norm": 0.1031390134529148,
            "acc_norm_stderr": 0.020412564289839272
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2748091603053435,
            "acc_stderr": 0.039153454088478354,
            "acc_norm": 0.2748091603053435,
            "acc_norm_stderr": 0.039153454088478354
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.37,
            "acc_stderr": 0.048523658709391,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.048523658709391
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.40404040404040403,
            "acc_stderr": 0.03496130972056128,
            "acc_norm": 0.40404040404040403,
            "acc_norm_stderr": 0.03496130972056128
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.3310344827586207,
            "acc_stderr": 0.03921545312467122,
            "acc_norm": 0.3310344827586207,
            "acc_norm_stderr": 0.03921545312467122
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.2647058823529412,
            "acc_stderr": 0.04389869956808777,
            "acc_norm": 0.2647058823529412,
            "acc_norm_stderr": 0.04389869956808777
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.18907563025210083,
            "acc_stderr": 0.02543511943810536,
            "acc_norm": 0.18907563025210083,
            "acc_norm_stderr": 0.02543511943810536
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.21794871794871795,
            "acc_stderr": 0.020932445774463175,
            "acc_norm": 0.21794871794871795,
            "acc_norm_stderr": 0.020932445774463175
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.18,
            "acc_stderr": 0.03861229196653694,
            "acc_norm": 0.18,
            "acc_norm_stderr": 0.03861229196653694
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.16,
            "acc_stderr": 0.03684529491774708,
            "acc_norm": 0.16,
            "acc_norm_stderr": 0.03684529491774708
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.26851851851851855,
            "acc_stderr": 0.04284467968052191,
            "acc_norm": 0.26851851851851855,
            "acc_norm_stderr": 0.04284467968052191
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.1921182266009852,
            "acc_stderr": 0.027719315709614778,
            "acc_norm": 0.1921182266009852,
            "acc_norm_stderr": 0.027719315709614778
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.25483870967741934,
            "acc_stderr": 0.024790118459332204,
            "acc_norm": 0.25483870967741934,
            "acc_norm_stderr": 0.024790118459332204
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.2905982905982906,
            "acc_stderr": 0.029745048572674057,
            "acc_norm": 0.2905982905982906,
            "acc_norm_stderr": 0.029745048572674057
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.29056603773584905,
            "acc_stderr": 0.027943219989337156,
            "acc_norm": 0.29056603773584905,
            "acc_norm_stderr": 0.027943219989337156
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.2636363636363636,
            "acc_stderr": 0.04220224692971987,
            "acc_norm": 0.2636363636363636,
            "acc_norm_stderr": 0.04220224692971987
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.026719240783712166,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.026719240783712166
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2913907284768212,
            "acc_stderr": 0.03710185726119995,
            "acc_norm": 0.2913907284768212,
            "acc_norm_stderr": 0.03710185726119995
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.19402985074626866,
            "acc_stderr": 0.027962677604768914,
            "acc_norm": 0.19402985074626866,
            "acc_norm_stderr": 0.027962677604768914
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.2254335260115607,
            "acc_stderr": 0.03186209851641143,
            "acc_norm": 0.2254335260115607,
            "acc_norm_stderr": 0.03186209851641143
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.24867724867724866,
            "acc_stderr": 0.02226181769240018,
            "acc_norm": 0.24867724867724866,
            "acc_norm_stderr": 0.02226181769240018
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3125,
            "acc_stderr": 0.038760854559127644,
            "acc_norm": 0.3125,
            "acc_norm_stderr": 0.038760854559127644
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.21,
            "acc_stderr": 0.04093601807403326,
            "acc_norm": 0.21,
            "acc_norm_stderr": 0.04093601807403326
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.27,
            "acc_stderr": 0.044619604333847394,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.044619604333847394
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.2774566473988439,
            "acc_stderr": 0.024105712607754307,
            "acc_norm": 0.2774566473988439,
            "acc_norm_stderr": 0.024105712607754307
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.3067484662576687,
            "acc_stderr": 0.036230899157241474,
            "acc_norm": 0.3067484662576687,
            "acc_norm_stderr": 0.036230899157241474
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.24074074074074073,
            "acc_stderr": 0.023788583551658537,
            "acc_norm": 0.24074074074074073,
            "acc_norm_stderr": 0.023788583551658537
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.26,
            "acc_stderr": 0.04408440022768077,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.04408440022768077
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.22797927461139897,
            "acc_stderr": 0.030276909945178253,
            "acc_norm": 0.22797927461139897,
            "acc_norm_stderr": 0.030276909945178253
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.30701754385964913,
            "acc_stderr": 0.043391383225798594,
            "acc_norm": 0.30701754385964913,
            "acc_norm_stderr": 0.043391383225798594
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.3376146788990826,
            "acc_stderr": 0.02027526598663891,
            "acc_norm": 0.3376146788990826,
            "acc_norm_stderr": 0.02027526598663891
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.23809523809523808,
            "acc_stderr": 0.038095238095238126,
            "acc_norm": 0.23809523809523808,
            "acc_norm_stderr": 0.038095238095238126
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.27450980392156865,
            "acc_stderr": 0.025553169991826524,
            "acc_norm": 0.27450980392156865,
            "acc_norm_stderr": 0.025553169991826524
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621505,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621505
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.24793388429752067,
            "acc_stderr": 0.03941897526516302,
            "acc_norm": 0.24793388429752067,
            "acc_norm_stderr": 0.03941897526516302
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.23684210526315788,
            "acc_stderr": 0.03459777606810537,
            "acc_norm": 0.23684210526315788,
            "acc_norm_stderr": 0.03459777606810537
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.25980392156862747,
            "acc_stderr": 0.01774089950917779,
            "acc_norm": 0.25980392156862747,
            "acc_norm_stderr": 0.01774089950917779
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.22340425531914893,
            "acc_stderr": 0.024847921358063962,
            "acc_norm": 0.22340425531914893,
            "acc_norm_stderr": 0.024847921358063962
        },
        "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": 0.24537037037037038,
            "acc_stderr": 0.029346665094372937,
            "acc_norm": 0.24537037037037038,
            "acc_norm_stderr": 0.029346665094372937
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.27262569832402234,
            "acc_stderr": 0.014893391735249608,
            "acc_norm": 0.27262569832402234,
            "acc_norm_stderr": 0.014893391735249608
        },
        "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": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.3786764705882353,
            "acc_stderr": 0.02946513363977613,
            "acc_norm": 0.3786764705882353,
            "acc_norm_stderr": 0.02946513363977613
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.35918367346938773,
            "acc_stderr": 0.03071356045510849,
            "acc_norm": 0.35918367346938773,
            "acc_norm_stderr": 0.03071356045510849
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.24472573839662448,
            "acc_stderr": 0.027985699387036416,
            "acc_norm": 0.24472573839662448,
            "acc_norm_stderr": 0.027985699387036416
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2588005215123859,
            "acc_stderr": 0.011186109046564608,
            "acc_norm": 0.2588005215123859,
            "acc_norm_stderr": 0.011186109046564608
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.28431372549019607,
            "acc_stderr": 0.031660096793998116,
            "acc_norm": 0.28431372549019607,
            "acc_norm_stderr": 0.031660096793998116
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.2,
            "acc_stderr": 0.03123475237772118,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.03123475237772118
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.27906976744186046,
            "mc1_stderr": 0.015702107090627887,
            "mc2": 0.4515720476496737,
            "mc2_stderr": 0.015493161984611252
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.2680047225501771,
            "acc_stderr": 0.015227905796335147,
            "acc_norm": 0.3707201889020071,
            "acc_norm_stderr": 0.016605801289212598
        }
    },
    "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/polyglot-ko-12.8b-instruct",
        "model_sha": "a8354bcedc167e8e1f7dac8a347bf4b61d9c9bf0",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}