File size: 17,869 Bytes
70a679f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.2525597269624573,
            "acc_stderr": 0.012696728980207708,
            "acc_norm": 0.31399317406143346,
            "acc_norm_stderr": 0.013562691224726304
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.32752439753037244,
            "acc_stderr": 0.004683511716552236,
            "acc_norm": 0.40967934674367656,
            "acc_norm_stderr": 0.0049076947279356915
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.42105263157894735,
            "acc_stderr": 0.037867207062342145,
            "acc_norm": 0.42105263157894735,
            "acc_norm_stderr": 0.037867207062342145
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.2912621359223301,
            "acc_stderr": 0.044986763205729224,
            "acc_norm": 0.2912621359223301,
            "acc_norm_stderr": 0.044986763205729224
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.36015325670498083,
            "acc_stderr": 0.0171663624713693,
            "acc_norm": 0.36015325670498083,
            "acc_norm_stderr": 0.0171663624713693
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.28888888888888886,
            "acc_stderr": 0.0391545063041425,
            "acc_norm": 0.28888888888888886,
            "acc_norm_stderr": 0.0391545063041425
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.37,
            "acc_stderr": 0.048523658709391,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.048523658709391
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.3659574468085106,
            "acc_stderr": 0.0314895582974553,
            "acc_norm": 0.3659574468085106,
            "acc_norm_stderr": 0.0314895582974553
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.28313253012048195,
            "acc_stderr": 0.03507295431370518,
            "acc_norm": 0.28313253012048195,
            "acc_norm_stderr": 0.03507295431370518
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.33762057877813506,
            "acc_stderr": 0.026858825879488544,
            "acc_norm": 0.33762057877813506,
            "acc_norm_stderr": 0.026858825879488544
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.34977578475336324,
            "acc_stderr": 0.03200736719484503,
            "acc_norm": 0.34977578475336324,
            "acc_norm_stderr": 0.03200736719484503
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.32061068702290074,
            "acc_stderr": 0.04093329229834278,
            "acc_norm": 0.32061068702290074,
            "acc_norm_stderr": 0.04093329229834278
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.3383838383838384,
            "acc_stderr": 0.03371124142626303,
            "acc_norm": 0.3383838383838384,
            "acc_norm_stderr": 0.03371124142626303
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.5379310344827586,
            "acc_stderr": 0.04154659671707548,
            "acc_norm": 0.5379310344827586,
            "acc_norm_stderr": 0.04154659671707548
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.20588235294117646,
            "acc_stderr": 0.04023382273617749,
            "acc_norm": 0.20588235294117646,
            "acc_norm_stderr": 0.04023382273617749
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.37815126050420167,
            "acc_stderr": 0.031499305777849054,
            "acc_norm": 0.37815126050420167,
            "acc_norm_stderr": 0.031499305777849054
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.3153846153846154,
            "acc_stderr": 0.02355964698318995,
            "acc_norm": 0.3153846153846154,
            "acc_norm_stderr": 0.02355964698318995
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.47,
            "acc_stderr": 0.05016135580465919,
            "acc_norm": 0.47,
            "acc_norm_stderr": 0.05016135580465919
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.36,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.39814814814814814,
            "acc_stderr": 0.04732332615978815,
            "acc_norm": 0.39814814814814814,
            "acc_norm_stderr": 0.04732332615978815
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3399014778325123,
            "acc_stderr": 0.033327690684107895,
            "acc_norm": 0.3399014778325123,
            "acc_norm_stderr": 0.033327690684107895
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.38387096774193546,
            "acc_stderr": 0.027666182075539635,
            "acc_norm": 0.38387096774193546,
            "acc_norm_stderr": 0.027666182075539635
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.5598290598290598,
            "acc_stderr": 0.032520741720630506,
            "acc_norm": 0.5598290598290598,
            "acc_norm_stderr": 0.032520741720630506
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.39622641509433965,
            "acc_stderr": 0.03010279378179119,
            "acc_norm": 0.39622641509433965,
            "acc_norm_stderr": 0.03010279378179119
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.4,
            "acc_stderr": 0.0469237132203465,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.0469237132203465
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.34814814814814815,
            "acc_stderr": 0.02904560029061626,
            "acc_norm": 0.34814814814814815,
            "acc_norm_stderr": 0.02904560029061626
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2847682119205298,
            "acc_stderr": 0.03684881521389023,
            "acc_norm": 0.2847682119205298,
            "acc_norm_stderr": 0.03684881521389023
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.40298507462686567,
            "acc_stderr": 0.034683432951111266,
            "acc_norm": 0.40298507462686567,
            "acc_norm_stderr": 0.034683432951111266
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.31213872832369943,
            "acc_stderr": 0.035331333893236574,
            "acc_norm": 0.31213872832369943,
            "acc_norm_stderr": 0.035331333893236574
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.3253968253968254,
            "acc_stderr": 0.024130158299762613,
            "acc_norm": 0.3253968253968254,
            "acc_norm_stderr": 0.024130158299762613
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2847222222222222,
            "acc_stderr": 0.03773809990686935,
            "acc_norm": 0.2847222222222222,
            "acc_norm_stderr": 0.03773809990686935
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.48,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.48,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.3352601156069364,
            "acc_stderr": 0.025416003773165555,
            "acc_norm": 0.3352601156069364,
            "acc_norm_stderr": 0.025416003773165555
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.3558282208588957,
            "acc_stderr": 0.03761521380046734,
            "acc_norm": 0.3558282208588957,
            "acc_norm_stderr": 0.03761521380046734
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.3425925925925926,
            "acc_stderr": 0.026406145973625672,
            "acc_norm": 0.3425925925925926,
            "acc_norm_stderr": 0.026406145973625672
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.3626943005181347,
            "acc_stderr": 0.03469713791704372,
            "acc_norm": 0.3626943005181347,
            "acc_norm_stderr": 0.03469713791704372
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2807017543859649,
            "acc_stderr": 0.04227054451232199,
            "acc_norm": 0.2807017543859649,
            "acc_norm_stderr": 0.04227054451232199
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.3486238532110092,
            "acc_stderr": 0.020431254090714317,
            "acc_norm": 0.3486238532110092,
            "acc_norm_stderr": 0.020431254090714317
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2698412698412698,
            "acc_stderr": 0.03970158273235172,
            "acc_norm": 0.2698412698412698,
            "acc_norm_stderr": 0.03970158273235172
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.38235294117647056,
            "acc_stderr": 0.02782610930728369,
            "acc_norm": 0.38235294117647056,
            "acc_norm_stderr": 0.02782610930728369
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.4,
            "acc_stderr": 0.049236596391733084,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.049236596391733084
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5041322314049587,
            "acc_stderr": 0.045641987674327526,
            "acc_norm": 0.5041322314049587,
            "acc_norm_stderr": 0.045641987674327526
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.2565789473684211,
            "acc_stderr": 0.0355418036802569,
            "acc_norm": 0.2565789473684211,
            "acc_norm_stderr": 0.0355418036802569
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3137254901960784,
            "acc_stderr": 0.018771683893528186,
            "acc_norm": 0.3137254901960784,
            "acc_norm_stderr": 0.018771683893528186
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.26595744680851063,
            "acc_stderr": 0.026358065698880592,
            "acc_norm": 0.26595744680851063,
            "acc_norm_stderr": 0.026358065698880592
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.36607142857142855,
            "acc_stderr": 0.045723723587374296,
            "acc_norm": 0.36607142857142855,
            "acc_norm_stderr": 0.045723723587374296
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.3101851851851852,
            "acc_stderr": 0.031546962856566295,
            "acc_norm": 0.3101851851851852,
            "acc_norm_stderr": 0.031546962856566295
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.23687150837988827,
            "acc_stderr": 0.014219570788103982,
            "acc_norm": 0.23687150837988827,
            "acc_norm_stderr": 0.014219570788103982
        },
        "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": 0.42,
            "acc_stderr": 0.04960449637488584,
            "acc_norm": 0.42,
            "acc_norm_stderr": 0.04960449637488584
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.3382352941176471,
            "acc_stderr": 0.028739328513983583,
            "acc_norm": 0.3382352941176471,
            "acc_norm_stderr": 0.028739328513983583
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.20816326530612245,
            "acc_stderr": 0.025991117672813296,
            "acc_norm": 0.20816326530612245,
            "acc_norm_stderr": 0.025991117672813296
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.4472573839662447,
            "acc_stderr": 0.03236564251614192,
            "acc_norm": 0.4472573839662447,
            "acc_norm_stderr": 0.03236564251614192
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2790091264667536,
            "acc_stderr": 0.011455208832803529,
            "acc_norm": 0.2790091264667536,
            "acc_norm_stderr": 0.011455208832803529
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.31862745098039214,
            "acc_stderr": 0.0327028718148208,
            "acc_norm": 0.31862745098039214,
            "acc_norm_stderr": 0.0327028718148208
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.3151515151515151,
            "acc_stderr": 0.0362773057502241,
            "acc_norm": 0.3151515151515151,
            "acc_norm_stderr": 0.0362773057502241
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2913096695226438,
            "mc1_stderr": 0.01590598704818483,
            "mc2": 0.44742099912433764,
            "mc2_stderr": 0.015551700567433569
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.2987012987012987,
            "acc_stderr": 0.01573565739143828,
            "acc_norm": 0.4085005903187721,
            "acc_norm_stderr": 0.01690006287942712
        }
    },
    "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": "4yo1/llama3-eng-ko-8b",
        "model_sha": "e2c5c277fae6b14e4a8f6c45075f0518199d3e95",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}