File size: 17,881 Bytes
5b7d77e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.39419795221843,
            "acc_stderr": 0.01428052266746733,
            "acc_norm": 0.454778156996587,
            "acc_norm_stderr": 0.014551507060836355
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4217287392949612,
            "acc_stderr": 0.004928263494616727,
            "acc_norm": 0.5544712208723361,
            "acc_norm_stderr": 0.004960082528852438
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.543859649122807,
            "acc_stderr": 0.03820042586602967,
            "acc_norm": 0.543859649122807,
            "acc_norm_stderr": 0.03820042586602967
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.5436893203883495,
            "acc_stderr": 0.049318019942204146,
            "acc_norm": 0.5436893203883495,
            "acc_norm_stderr": 0.049318019942204146
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.49936143039591313,
            "acc_stderr": 0.017879948914431662,
            "acc_norm": 0.49936143039591313,
            "acc_norm_stderr": 0.017879948914431662
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.4074074074074074,
            "acc_stderr": 0.042446332383532286,
            "acc_norm": 0.4074074074074074,
            "acc_norm_stderr": 0.042446332383532286
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "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": 0.42771084337349397,
            "acc_stderr": 0.03851597683718533,
            "acc_norm": 0.42771084337349397,
            "acc_norm_stderr": 0.03851597683718533
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4630225080385852,
            "acc_stderr": 0.028320325830105915,
            "acc_norm": 0.4630225080385852,
            "acc_norm_stderr": 0.028320325830105915
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.35874439461883406,
            "acc_stderr": 0.03219079200419995,
            "acc_norm": 0.35874439461883406,
            "acc_norm_stderr": 0.03219079200419995
        },
        "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": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5909090909090909,
            "acc_stderr": 0.03502975799413007,
            "acc_norm": 0.5909090909090909,
            "acc_norm_stderr": 0.03502975799413007
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4068965517241379,
            "acc_stderr": 0.040937939812662374,
            "acc_norm": 0.4068965517241379,
            "acc_norm_stderr": 0.040937939812662374
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.24509803921568626,
            "acc_stderr": 0.042801058373643966,
            "acc_norm": 0.24509803921568626,
            "acc_norm_stderr": 0.042801058373643966
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.42436974789915966,
            "acc_stderr": 0.03210479051015776,
            "acc_norm": 0.42436974789915966,
            "acc_norm_stderr": 0.03210479051015776
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.39487179487179486,
            "acc_stderr": 0.02478431694215636,
            "acc_norm": 0.39487179487179486,
            "acc_norm_stderr": 0.02478431694215636
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.48,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.48,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.35,
            "acc_stderr": 0.047937248544110196,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.047937248544110196
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.4444444444444444,
            "acc_stderr": 0.04803752235190193,
            "acc_norm": 0.4444444444444444,
            "acc_norm_stderr": 0.04803752235190193
        },
        "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": 0.432258064516129,
            "acc_stderr": 0.028181739720019416,
            "acc_norm": 0.432258064516129,
            "acc_norm_stderr": 0.028181739720019416
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6581196581196581,
            "acc_stderr": 0.031075028526507748,
            "acc_norm": 0.6581196581196581,
            "acc_norm_stderr": 0.031075028526507748
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.4716981132075472,
            "acc_stderr": 0.030723535249006107,
            "acc_norm": 0.4716981132075472,
            "acc_norm_stderr": 0.030723535249006107
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.4818181818181818,
            "acc_stderr": 0.04785964010794916,
            "acc_norm": 0.4818181818181818,
            "acc_norm_stderr": 0.04785964010794916
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2518518518518518,
            "acc_stderr": 0.02646611753895992,
            "acc_norm": 0.2518518518518518,
            "acc_norm_stderr": 0.02646611753895992
        },
        "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": 0.5970149253731343,
            "acc_stderr": 0.034683432951111266,
            "acc_norm": 0.5970149253731343,
            "acc_norm_stderr": 0.034683432951111266
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3583815028901734,
            "acc_stderr": 0.0365634365335316,
            "acc_norm": 0.3583815028901734,
            "acc_norm_stderr": 0.0365634365335316
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.30952380952380953,
            "acc_stderr": 0.023809523809523864,
            "acc_norm": 0.30952380952380953,
            "acc_norm_stderr": 0.023809523809523864
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3402777777777778,
            "acc_stderr": 0.03962135573486219,
            "acc_norm": 0.3402777777777778,
            "acc_norm_stderr": 0.03962135573486219
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "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": 0.4479768786127168,
            "acc_stderr": 0.026772990653361826,
            "acc_norm": 0.4479768786127168,
            "acc_norm_stderr": 0.026772990653361826
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4171779141104294,
            "acc_stderr": 0.038741028598180814,
            "acc_norm": 0.4171779141104294,
            "acc_norm_stderr": 0.038741028598180814
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.4537037037037037,
            "acc_stderr": 0.0277012284685426,
            "acc_norm": 0.4537037037037037,
            "acc_norm_stderr": 0.0277012284685426
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252606,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252606
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.46632124352331605,
            "acc_stderr": 0.03600244069867178,
            "acc_norm": 0.46632124352331605,
            "acc_norm_stderr": 0.03600244069867178
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2631578947368421,
            "acc_stderr": 0.04142439719489361,
            "acc_norm": 0.2631578947368421,
            "acc_norm_stderr": 0.04142439719489361
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.4990825688073395,
            "acc_stderr": 0.021437287056051215,
            "acc_norm": 0.4990825688073395,
            "acc_norm_stderr": 0.021437287056051215
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.30952380952380953,
            "acc_stderr": 0.04134913018303316,
            "acc_norm": 0.30952380952380953,
            "acc_norm_stderr": 0.04134913018303316
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.4477124183006536,
            "acc_stderr": 0.028472938478033522,
            "acc_norm": 0.4477124183006536,
            "acc_norm_stderr": 0.028472938478033522
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.38,
            "acc_stderr": 0.04878317312145634,
            "acc_norm": 0.38,
            "acc_norm_stderr": 0.04878317312145634
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5867768595041323,
            "acc_stderr": 0.04495087843548408,
            "acc_norm": 0.5867768595041323,
            "acc_norm_stderr": 0.04495087843548408
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.4407894736842105,
            "acc_stderr": 0.04040311062490436,
            "acc_norm": 0.4407894736842105,
            "acc_norm_stderr": 0.04040311062490436
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.33169934640522875,
            "acc_stderr": 0.01904748523936038,
            "acc_norm": 0.33169934640522875,
            "acc_norm_stderr": 0.01904748523936038
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.02812163604063988,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.02812163604063988
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.20535714285714285,
            "acc_stderr": 0.03834241021419073,
            "acc_norm": 0.20535714285714285,
            "acc_norm_stderr": 0.03834241021419073
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.2824074074074074,
            "acc_stderr": 0.03070137211151092,
            "acc_norm": 0.2824074074074074,
            "acc_norm_stderr": 0.03070137211151092
        },
        "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": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.46,
            "acc_stderr": 0.05009082659620333,
            "acc_norm": 0.46,
            "acc_norm_stderr": 0.05009082659620333
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.27205882352941174,
            "acc_stderr": 0.027033041151681456,
            "acc_norm": 0.27205882352941174,
            "acc_norm_stderr": 0.027033041151681456
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.4775510204081633,
            "acc_stderr": 0.031976941187136725,
            "acc_norm": 0.4775510204081633,
            "acc_norm_stderr": 0.031976941187136725
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5189873417721519,
            "acc_stderr": 0.03252375148090447,
            "acc_norm": 0.5189873417721519,
            "acc_norm_stderr": 0.03252375148090447
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2966101694915254,
            "acc_stderr": 0.011665946586082854,
            "acc_norm": 0.2966101694915254,
            "acc_norm_stderr": 0.011665946586082854
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4215686274509804,
            "acc_stderr": 0.03465868196380757,
            "acc_norm": 0.4215686274509804,
            "acc_norm_stderr": 0.03465868196380757
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.509090909090909,
            "acc_stderr": 0.0390369864774844,
            "acc_norm": 0.509090909090909,
            "acc_norm_stderr": 0.0390369864774844
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.30599755201958384,
            "mc1_stderr": 0.016132229728155062,
            "mc2": 0.4746429594651757,
            "mc2_stderr": 0.01531218992321956
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5206611570247934,
            "acc_stderr": 0.017175671279836446,
            "acc_norm": 0.5678866587957497,
            "acc_norm_stderr": 0.017031170198851742
        }
    },
    "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": "jiwoochris/ko-llama2-v1",
        "model_sha": "4253098940413125f8f0847038c076d42e5b2c59",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}