File size: 17,870 Bytes
52a416e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3677474402730375,
            "acc_stderr": 0.01409099561816849,
            "acc_norm": 0.41552901023890787,
            "acc_norm_stderr": 0.01440136664121639
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.40579565823541125,
            "acc_stderr": 0.004900417982582061,
            "acc_norm": 0.5321649073889664,
            "acc_norm_stderr": 0.004979446038824757
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4678362573099415,
            "acc_stderr": 0.03826882417660369,
            "acc_norm": 0.4678362573099415,
            "acc_norm_stderr": 0.03826882417660369
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.5825242718446602,
            "acc_stderr": 0.04882840548212238,
            "acc_norm": 0.5825242718446602,
            "acc_norm_stderr": 0.04882840548212238
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5006385696040868,
            "acc_stderr": 0.01787994891443168,
            "acc_norm": 0.5006385696040868,
            "acc_norm_stderr": 0.01787994891443168
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.43703703703703706,
            "acc_stderr": 0.04284958639753399,
            "acc_norm": 0.43703703703703706,
            "acc_norm_stderr": 0.04284958639753399
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.27,
            "acc_stderr": 0.044619604333847415,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.044619604333847415
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.34893617021276596,
            "acc_stderr": 0.031158522131357787,
            "acc_norm": 0.34893617021276596,
            "acc_norm_stderr": 0.031158522131357787
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.3795180722891566,
            "acc_stderr": 0.037777988227480165,
            "acc_norm": 0.3795180722891566,
            "acc_norm_stderr": 0.037777988227480165
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.5080385852090032,
            "acc_stderr": 0.02839442137098453,
            "acc_norm": 0.5080385852090032,
            "acc_norm_stderr": 0.02839442137098453
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.47085201793721976,
            "acc_stderr": 0.03350073248773404,
            "acc_norm": 0.47085201793721976,
            "acc_norm_stderr": 0.03350073248773404
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4351145038167939,
            "acc_stderr": 0.04348208051644858,
            "acc_norm": 0.4351145038167939,
            "acc_norm_stderr": 0.04348208051644858
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.41,
            "acc_stderr": 0.049431107042371025,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.049431107042371025
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5454545454545454,
            "acc_stderr": 0.03547601494006938,
            "acc_norm": 0.5454545454545454,
            "acc_norm_stderr": 0.03547601494006938
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4482758620689655,
            "acc_stderr": 0.04144311810878151,
            "acc_norm": 0.4482758620689655,
            "acc_norm_stderr": 0.04144311810878151
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.23529411764705882,
            "acc_stderr": 0.04220773659171453,
            "acc_norm": 0.23529411764705882,
            "acc_norm_stderr": 0.04220773659171453
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.4789915966386555,
            "acc_stderr": 0.03244980849990028,
            "acc_norm": 0.4789915966386555,
            "acc_norm_stderr": 0.03244980849990028
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.4153846153846154,
            "acc_stderr": 0.024985354923102318,
            "acc_norm": 0.4153846153846154,
            "acc_norm_stderr": 0.024985354923102318
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.4,
            "acc_stderr": 0.049236596391733084,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.049236596391733084
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621504,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621504
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.4351851851851852,
            "acc_stderr": 0.04792898170907062,
            "acc_norm": 0.4351851851851852,
            "acc_norm_stderr": 0.04792898170907062
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.3694581280788177,
            "acc_stderr": 0.03395970381998576,
            "acc_norm": 0.3694581280788177,
            "acc_norm_stderr": 0.03395970381998576
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.4483870967741935,
            "acc_stderr": 0.02829205683011273,
            "acc_norm": 0.4483870967741935,
            "acc_norm_stderr": 0.02829205683011273
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6538461538461539,
            "acc_stderr": 0.0311669573672359,
            "acc_norm": 0.6538461538461539,
            "acc_norm_stderr": 0.0311669573672359
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.4339622641509434,
            "acc_stderr": 0.030503292013342592,
            "acc_norm": 0.4339622641509434,
            "acc_norm_stderr": 0.030503292013342592
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.5272727272727272,
            "acc_stderr": 0.04782001791380061,
            "acc_norm": 0.5272727272727272,
            "acc_norm_stderr": 0.04782001791380061
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.3148148148148148,
            "acc_stderr": 0.028317533496066482,
            "acc_norm": 0.3148148148148148,
            "acc_norm_stderr": 0.028317533496066482
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.304635761589404,
            "acc_stderr": 0.037579499229433426,
            "acc_norm": 0.304635761589404,
            "acc_norm_stderr": 0.037579499229433426
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5572139303482587,
            "acc_stderr": 0.03512310964123935,
            "acc_norm": 0.5572139303482587,
            "acc_norm_stderr": 0.03512310964123935
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.4046242774566474,
            "acc_stderr": 0.03742461193887248,
            "acc_norm": 0.4046242774566474,
            "acc_norm_stderr": 0.03742461193887248
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.35978835978835977,
            "acc_stderr": 0.024718075944129277,
            "acc_norm": 0.35978835978835977,
            "acc_norm_stderr": 0.024718075944129277
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3611111111111111,
            "acc_stderr": 0.04016660030451233,
            "acc_norm": 0.3611111111111111,
            "acc_norm_stderr": 0.04016660030451233
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695235,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695235
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.61,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.61,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.44508670520231214,
            "acc_stderr": 0.026756255129663765,
            "acc_norm": 0.44508670520231214,
            "acc_norm_stderr": 0.026756255129663765
        },
        "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": 0.46296296296296297,
            "acc_stderr": 0.027744313443376536,
            "acc_norm": 0.46296296296296297,
            "acc_norm_stderr": 0.027744313443376536
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206845,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206845
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.47150259067357514,
            "acc_stderr": 0.036025735712884414,
            "acc_norm": 0.47150259067357514,
            "acc_norm_stderr": 0.036025735712884414
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.20175438596491227,
            "acc_stderr": 0.03775205013583639,
            "acc_norm": 0.20175438596491227,
            "acc_norm_stderr": 0.03775205013583639
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.5174311926605505,
            "acc_stderr": 0.02142429187185315,
            "acc_norm": 0.5174311926605505,
            "acc_norm_stderr": 0.02142429187185315
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.4126984126984127,
            "acc_stderr": 0.04403438954768177,
            "acc_norm": 0.4126984126984127,
            "acc_norm_stderr": 0.04403438954768177
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.4150326797385621,
            "acc_stderr": 0.028213504177824093,
            "acc_norm": 0.4150326797385621,
            "acc_norm_stderr": 0.028213504177824093
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.45,
            "acc_stderr": 0.049999999999999996,
            "acc_norm": 0.45,
            "acc_norm_stderr": 0.049999999999999996
        },
        "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": 0.45394736842105265,
            "acc_stderr": 0.04051646342874142,
            "acc_norm": 0.45394736842105265,
            "acc_norm_stderr": 0.04051646342874142
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3611111111111111,
            "acc_stderr": 0.019431775677037313,
            "acc_norm": 0.3611111111111111,
            "acc_norm_stderr": 0.019431775677037313
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.02812163604063989,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.02812163604063989
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.25,
            "acc_stderr": 0.04109974682633932,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04109974682633932
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.3888888888888889,
            "acc_stderr": 0.03324708911809117,
            "acc_norm": 0.3888888888888889,
            "acc_norm_stderr": 0.03324708911809117
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24916201117318434,
            "acc_stderr": 0.01446589382985992,
            "acc_norm": 0.24916201117318434,
            "acc_norm_stderr": 0.01446589382985992
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.41,
            "acc_stderr": 0.04943110704237102,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.04943110704237102
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.48,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.48,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.34191176470588236,
            "acc_stderr": 0.02881472242225417,
            "acc_norm": 0.34191176470588236,
            "acc_norm_stderr": 0.02881472242225417
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.4775510204081633,
            "acc_stderr": 0.03197694118713673,
            "acc_norm": 0.4775510204081633,
            "acc_norm_stderr": 0.03197694118713673
        },
        "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": 0.3624511082138201,
            "acc_stderr": 0.012277512533252495,
            "acc_norm": 0.3624511082138201,
            "acc_norm_stderr": 0.012277512533252495
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.45098039215686275,
            "acc_stderr": 0.03492406104163614,
            "acc_norm": 0.45098039215686275,
            "acc_norm_stderr": 0.03492406104163614
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.4909090909090909,
            "acc_stderr": 0.03903698647748441,
            "acc_norm": 0.4909090909090909,
            "acc_norm_stderr": 0.03903698647748441
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2864137086903305,
            "mc1_stderr": 0.015826142439502342,
            "mc2": 0.4364091486561351,
            "mc2_stderr": 0.015369734802451228
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.3919716646989374,
            "acc_stderr": 0.016784332119424077,
            "acc_norm": 0.43565525383707204,
            "acc_norm_stderr": 0.017047415229476334
        }
    },
    "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": "HumanF-MarkrAI/pub-llama-13b-v1",
        "model_sha": "4aa21e41dfcb82ff842306b3b5eadd2b258bfc80",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}