File size: 17,895 Bytes
6dfa3c8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.19539249146757678,
            "acc_stderr": 0.011586907189952911,
            "acc_norm": 0.2636518771331058,
            "acc_norm_stderr": 0.012875929151297047
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.2660824536944832,
            "acc_stderr": 0.004410047530835032,
            "acc_norm": 0.2788289185421231,
            "acc_norm_stderr": 0.004475067344626752
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.21052631578947367,
            "acc_stderr": 0.0312678171466318,
            "acc_norm": 0.21052631578947367,
            "acc_norm_stderr": 0.0312678171466318
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.30097087378640774,
            "acc_stderr": 0.04541609446503949,
            "acc_norm": 0.30097087378640774,
            "acc_norm_stderr": 0.04541609446503949
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.2720306513409962,
            "acc_stderr": 0.015913367447500524,
            "acc_norm": 0.2720306513409962,
            "acc_norm_stderr": 0.015913367447500524
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.2,
            "acc_stderr": 0.034554737023254366,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.034554737023254366
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.33,
            "acc_stderr": 0.047258156262526045,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.047258156262526045
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.2680851063829787,
            "acc_stderr": 0.028957342788342347,
            "acc_norm": 0.2680851063829787,
            "acc_norm_stderr": 0.028957342788342347
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.25903614457831325,
            "acc_stderr": 0.034106466140718564,
            "acc_norm": 0.25903614457831325,
            "acc_norm_stderr": 0.034106466140718564
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.28938906752411575,
            "acc_stderr": 0.025755865922632945,
            "acc_norm": 0.28938906752411575,
            "acc_norm_stderr": 0.025755865922632945
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.2914798206278027,
            "acc_stderr": 0.030500283176545902,
            "acc_norm": 0.2914798206278027,
            "acc_norm_stderr": 0.030500283176545902
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.21374045801526717,
            "acc_stderr": 0.0359546161177469,
            "acc_norm": 0.21374045801526717,
            "acc_norm_stderr": 0.0359546161177469
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542127,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542127
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.2474747474747475,
            "acc_stderr": 0.030746300742124505,
            "acc_norm": 0.2474747474747475,
            "acc_norm_stderr": 0.030746300742124505
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.2689655172413793,
            "acc_stderr": 0.036951833116502325,
            "acc_norm": 0.2689655172413793,
            "acc_norm_stderr": 0.036951833116502325
        },
        "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": 0.3403361344537815,
            "acc_stderr": 0.030778057422931666,
            "acc_norm": 0.3403361344537815,
            "acc_norm_stderr": 0.030778057422931666
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.31025641025641026,
            "acc_stderr": 0.023454674889404285,
            "acc_norm": 0.31025641025641026,
            "acc_norm_stderr": 0.023454674889404285
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.21,
            "acc_stderr": 0.040936018074033256,
            "acc_norm": 0.21,
            "acc_norm_stderr": 0.040936018074033256
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.18,
            "acc_stderr": 0.03861229196653694,
            "acc_norm": 0.18,
            "acc_norm_stderr": 0.03861229196653694
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.2222222222222222,
            "acc_stderr": 0.040191074725573483,
            "acc_norm": 0.2222222222222222,
            "acc_norm_stderr": 0.040191074725573483
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.31527093596059114,
            "acc_stderr": 0.03269080871970186,
            "acc_norm": 0.31527093596059114,
            "acc_norm_stderr": 0.03269080871970186
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.3064516129032258,
            "acc_stderr": 0.026226485652553873,
            "acc_norm": 0.3064516129032258,
            "acc_norm_stderr": 0.026226485652553873
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.19658119658119658,
            "acc_stderr": 0.02603538609895129,
            "acc_norm": 0.19658119658119658,
            "acc_norm_stderr": 0.02603538609895129
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.23773584905660378,
            "acc_stderr": 0.02619980880756193,
            "acc_norm": 0.23773584905660378,
            "acc_norm_stderr": 0.02619980880756193
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.2545454545454545,
            "acc_stderr": 0.04172343038705383,
            "acc_norm": 0.2545454545454545,
            "acc_norm_stderr": 0.04172343038705383
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2962962962962963,
            "acc_stderr": 0.027840811495871937,
            "acc_norm": 0.2962962962962963,
            "acc_norm_stderr": 0.027840811495871937
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.31788079470198677,
            "acc_stderr": 0.038020397601079024,
            "acc_norm": 0.31788079470198677,
            "acc_norm_stderr": 0.038020397601079024
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.20398009950248755,
            "acc_stderr": 0.02849317624532609,
            "acc_norm": 0.20398009950248755,
            "acc_norm_stderr": 0.02849317624532609
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.2138728323699422,
            "acc_stderr": 0.03126511206173044,
            "acc_norm": 0.2138728323699422,
            "acc_norm_stderr": 0.03126511206173044
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2566137566137566,
            "acc_stderr": 0.022494510767503154,
            "acc_norm": 0.2566137566137566,
            "acc_norm_stderr": 0.022494510767503154
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2361111111111111,
            "acc_stderr": 0.03551446610810826,
            "acc_norm": 0.2361111111111111,
            "acc_norm_stderr": 0.03551446610810826
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542128,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542128
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.23699421965317918,
            "acc_stderr": 0.022894082489925992,
            "acc_norm": 0.23699421965317918,
            "acc_norm_stderr": 0.022894082489925992
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.27607361963190186,
            "acc_stderr": 0.0351238528370505,
            "acc_norm": 0.27607361963190186,
            "acc_norm_stderr": 0.0351238528370505
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.2654320987654321,
            "acc_stderr": 0.02456922360046085,
            "acc_norm": 0.2654320987654321,
            "acc_norm_stderr": 0.02456922360046085
        },
        "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": 0.30569948186528495,
            "acc_stderr": 0.03324837939758159,
            "acc_norm": 0.30569948186528495,
            "acc_norm_stderr": 0.03324837939758159
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2719298245614035,
            "acc_stderr": 0.041857744240220575,
            "acc_norm": 0.2719298245614035,
            "acc_norm_stderr": 0.041857744240220575
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.24220183486238533,
            "acc_stderr": 0.01836817630659862,
            "acc_norm": 0.24220183486238533,
            "acc_norm_stderr": 0.01836817630659862
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.18253968253968253,
            "acc_stderr": 0.03455071019102148,
            "acc_norm": 0.18253968253968253,
            "acc_norm_stderr": 0.03455071019102148
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.27124183006535946,
            "acc_stderr": 0.025457756696667874,
            "acc_norm": 0.27124183006535946,
            "acc_norm_stderr": 0.025457756696667874
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.26,
            "acc_stderr": 0.04408440022768077,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.04408440022768077
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.3305785123966942,
            "acc_stderr": 0.04294340845212095,
            "acc_norm": 0.3305785123966942,
            "acc_norm_stderr": 0.04294340845212095
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.3092105263157895,
            "acc_stderr": 0.037610708698674805,
            "acc_norm": 0.3092105263157895,
            "acc_norm_stderr": 0.037610708698674805
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.2173202614379085,
            "acc_stderr": 0.016684820929148594,
            "acc_norm": 0.2173202614379085,
            "acc_norm_stderr": 0.016684820929148594
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.25177304964539005,
            "acc_stderr": 0.0258921511567094,
            "acc_norm": 0.25177304964539005,
            "acc_norm_stderr": 0.0258921511567094
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.17857142857142858,
            "acc_stderr": 0.036352091215778065,
            "acc_norm": 0.17857142857142858,
            "acc_norm_stderr": 0.036352091215778065
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.4398148148148148,
            "acc_stderr": 0.033851779760448106,
            "acc_norm": 0.4398148148148148,
            "acc_norm_stderr": 0.033851779760448106
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24134078212290502,
            "acc_stderr": 0.01431099954796145,
            "acc_norm": 0.24134078212290502,
            "acc_norm_stderr": 0.01431099954796145
        },
        "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": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.4338235294117647,
            "acc_stderr": 0.03010563657001664,
            "acc_norm": 0.4338235294117647,
            "acc_norm_stderr": 0.03010563657001664
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.2612244897959184,
            "acc_stderr": 0.028123429335142804,
            "acc_norm": 0.2612244897959184,
            "acc_norm_stderr": 0.028123429335142804
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.2320675105485232,
            "acc_stderr": 0.02747974455080851,
            "acc_norm": 0.2320675105485232,
            "acc_norm_stderr": 0.02747974455080851
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.23663624511082137,
            "acc_stderr": 0.010855137351572742,
            "acc_norm": 0.23663624511082137,
            "acc_norm_stderr": 0.010855137351572742
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.24019607843137256,
            "acc_stderr": 0.02998373305591362,
            "acc_norm": 0.24019607843137256,
            "acc_norm_stderr": 0.02998373305591362
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.23636363636363636,
            "acc_stderr": 0.03317505930009179,
            "acc_norm": 0.23636363636363636,
            "acc_norm_stderr": 0.03317505930009179
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.27050183598531213,
            "mc1_stderr": 0.015550778332842892,
            "mc2": 0.5367542106571858,
            "mc2_stderr": 0.01635449255335969
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.11267605633802817,
            "acc_stderr": 0.010839072955995904,
            "acc_norm": 0.36032863849765256,
            "acc_norm_stderr": 0.016457469695705128
        }
    },
    "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": "FINDA-FIT/llama-2-ko-plain",
        "model_sha": "091fe3550bfa49baaebda838c10825484580f89d",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}