File size: 17,852 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": 0.34812286689419797,
            "acc_stderr": 0.013921008595179344,
            "acc_norm": 0.4138225255972696,
            "acc_norm_stderr": 0.014392730009221009
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.3966341366261701,
            "acc_stderr": 0.004881990487628915,
            "acc_norm": 0.534654451304521,
            "acc_norm_stderr": 0.004977782217582457
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4853801169590643,
            "acc_stderr": 0.038331852752130205,
            "acc_norm": 0.4853801169590643,
            "acc_norm_stderr": 0.038331852752130205
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.5533980582524272,
            "acc_stderr": 0.04922424153458933,
            "acc_norm": 0.5533980582524272,
            "acc_norm_stderr": 0.04922424153458933
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.5261813537675607,
            "acc_stderr": 0.017855434554041986,
            "acc_norm": 0.5261813537675607,
            "acc_norm_stderr": 0.017855434554041986
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.45185185185185184,
            "acc_stderr": 0.042992689054808624,
            "acc_norm": 0.45185185185185184,
            "acc_norm_stderr": 0.042992689054808624
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.28,
            "acc_stderr": 0.045126085985421255,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.045126085985421255
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.4127659574468085,
            "acc_stderr": 0.03218471141400351,
            "acc_norm": 0.4127659574468085,
            "acc_norm_stderr": 0.03218471141400351
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.40963855421686746,
            "acc_stderr": 0.03828401115079022,
            "acc_norm": 0.40963855421686746,
            "acc_norm_stderr": 0.03828401115079022
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.5048231511254019,
            "acc_stderr": 0.028396770444111298,
            "acc_norm": 0.5048231511254019,
            "acc_norm_stderr": 0.028396770444111298
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.5201793721973094,
            "acc_stderr": 0.033530461674123,
            "acc_norm": 0.5201793721973094,
            "acc_norm_stderr": 0.033530461674123
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.5114503816793893,
            "acc_stderr": 0.043841400240780176,
            "acc_norm": 0.5114503816793893,
            "acc_norm_stderr": 0.043841400240780176
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.42,
            "acc_stderr": 0.049604496374885836,
            "acc_norm": 0.42,
            "acc_norm_stderr": 0.049604496374885836
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.6363636363636364,
            "acc_stderr": 0.034273086529999365,
            "acc_norm": 0.6363636363636364,
            "acc_norm_stderr": 0.034273086529999365
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.5103448275862069,
            "acc_stderr": 0.04165774775728762,
            "acc_norm": 0.5103448275862069,
            "acc_norm_stderr": 0.04165774775728762
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.3431372549019608,
            "acc_stderr": 0.04724007352383888,
            "acc_norm": 0.3431372549019608,
            "acc_norm_stderr": 0.04724007352383888
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.5210084033613446,
            "acc_stderr": 0.032449808499900284,
            "acc_norm": 0.5210084033613446,
            "acc_norm_stderr": 0.032449808499900284
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.4794871794871795,
            "acc_stderr": 0.025329663163489943,
            "acc_norm": 0.4794871794871795,
            "acc_norm_stderr": 0.025329663163489943
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.6,
            "acc_stderr": 0.04923659639173309,
            "acc_norm": 0.6,
            "acc_norm_stderr": 0.04923659639173309
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252605,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252605
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.49074074074074076,
            "acc_stderr": 0.04832853553437055,
            "acc_norm": 0.49074074074074076,
            "acc_norm_stderr": 0.04832853553437055
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.4236453201970443,
            "acc_stderr": 0.03476725747649038,
            "acc_norm": 0.4236453201970443,
            "acc_norm_stderr": 0.03476725747649038
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.532258064516129,
            "acc_stderr": 0.02838474778881334,
            "acc_norm": 0.532258064516129,
            "acc_norm_stderr": 0.02838474778881334
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.7264957264957265,
            "acc_stderr": 0.02920254015343118,
            "acc_norm": 0.7264957264957265,
            "acc_norm_stderr": 0.02920254015343118
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.5169811320754717,
            "acc_stderr": 0.030755120364119905,
            "acc_norm": 0.5169811320754717,
            "acc_norm_stderr": 0.030755120364119905
        },
        "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": 0.3037037037037037,
            "acc_stderr": 0.02803792996911498,
            "acc_norm": 0.3037037037037037,
            "acc_norm_stderr": 0.02803792996911498
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.36423841059602646,
            "acc_stderr": 0.03929111781242741,
            "acc_norm": 0.36423841059602646,
            "acc_norm_stderr": 0.03929111781242741
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.6318407960199005,
            "acc_stderr": 0.03410410565495301,
            "acc_norm": 0.6318407960199005,
            "acc_norm_stderr": 0.03410410565495301
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.44508670520231214,
            "acc_stderr": 0.03789401760283648,
            "acc_norm": 0.44508670520231214,
            "acc_norm_stderr": 0.03789401760283648
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.3412698412698413,
            "acc_stderr": 0.024419234966819064,
            "acc_norm": 0.3412698412698413,
            "acc_norm_stderr": 0.024419234966819064
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.4236111111111111,
            "acc_stderr": 0.04132125019723368,
            "acc_norm": 0.4236111111111111,
            "acc_norm_stderr": 0.04132125019723368
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.66,
            "acc_stderr": 0.04760952285695238,
            "acc_norm": 0.66,
            "acc_norm_stderr": 0.04760952285695238
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.5057803468208093,
            "acc_stderr": 0.026917296179149116,
            "acc_norm": 0.5057803468208093,
            "acc_norm_stderr": 0.026917296179149116
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4723926380368098,
            "acc_stderr": 0.039223782906109894,
            "acc_norm": 0.4723926380368098,
            "acc_norm_stderr": 0.039223782906109894
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.48148148148148145,
            "acc_stderr": 0.027801656212323667,
            "acc_norm": 0.48148148148148145,
            "acc_norm_stderr": 0.027801656212323667
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.34,
            "acc_stderr": 0.04760952285695235,
            "acc_norm": 0.34,
            "acc_norm_stderr": 0.04760952285695235
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.5854922279792746,
            "acc_stderr": 0.035553003195576686,
            "acc_norm": 0.5854922279792746,
            "acc_norm_stderr": 0.035553003195576686
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.35964912280701755,
            "acc_stderr": 0.04514496132873632,
            "acc_norm": 0.35964912280701755,
            "acc_norm_stderr": 0.04514496132873632
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.6275229357798165,
            "acc_stderr": 0.020728368457638494,
            "acc_norm": 0.6275229357798165,
            "acc_norm_stderr": 0.020728368457638494
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2698412698412698,
            "acc_stderr": 0.03970158273235173,
            "acc_norm": 0.2698412698412698,
            "acc_norm_stderr": 0.03970158273235173
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.5196078431372549,
            "acc_stderr": 0.028607893699576073,
            "acc_norm": 0.5196078431372549,
            "acc_norm_stderr": 0.028607893699576073
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.55,
            "acc_stderr": 0.05,
            "acc_norm": 0.55,
            "acc_norm_stderr": 0.05
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5785123966942148,
            "acc_stderr": 0.04507732278775087,
            "acc_norm": 0.5785123966942148,
            "acc_norm_stderr": 0.04507732278775087
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.4934210526315789,
            "acc_stderr": 0.040685900502249704,
            "acc_norm": 0.4934210526315789,
            "acc_norm_stderr": 0.040685900502249704
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.4166666666666667,
            "acc_stderr": 0.019944914136873583,
            "acc_norm": 0.4166666666666667,
            "acc_norm_stderr": 0.019944914136873583
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.3617021276595745,
            "acc_stderr": 0.0286638201471995,
            "acc_norm": 0.3617021276595745,
            "acc_norm_stderr": 0.0286638201471995
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.25892857142857145,
            "acc_stderr": 0.041577515398656284,
            "acc_norm": 0.25892857142857145,
            "acc_norm_stderr": 0.041577515398656284
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.33796296296296297,
            "acc_stderr": 0.03225941352631295,
            "acc_norm": 0.33796296296296297,
            "acc_norm_stderr": 0.03225941352631295
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24134078212290502,
            "acc_stderr": 0.014310999547961441,
            "acc_norm": 0.24134078212290502,
            "acc_norm_stderr": 0.014310999547961441
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.33,
            "acc_stderr": 0.047258156262526045,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.047258156262526045
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.51,
            "acc_stderr": 0.05024183937956912,
            "acc_norm": 0.51,
            "acc_norm_stderr": 0.05024183937956912
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.4485294117647059,
            "acc_stderr": 0.0302114796091216,
            "acc_norm": 0.4485294117647059,
            "acc_norm_stderr": 0.0302114796091216
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.4816326530612245,
            "acc_stderr": 0.031987615467631264,
            "acc_norm": 0.4816326530612245,
            "acc_norm_stderr": 0.031987615467631264
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.620253164556962,
            "acc_stderr": 0.0315918875296585,
            "acc_norm": 0.620253164556962,
            "acc_norm_stderr": 0.0315918875296585
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.3305084745762712,
            "acc_stderr": 0.012014142101842974,
            "acc_norm": 0.3305084745762712,
            "acc_norm_stderr": 0.012014142101842974
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.5343137254901961,
            "acc_stderr": 0.03501038327635897,
            "acc_norm": 0.5343137254901961,
            "acc_norm_stderr": 0.03501038327635897
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.5515151515151515,
            "acc_stderr": 0.038835659779569286,
            "acc_norm": 0.5515151515151515,
            "acc_norm_stderr": 0.038835659779569286
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2594859241126071,
            "mc1_stderr": 0.015345409485557956,
            "mc2": 0.41345739770630174,
            "mc2_stderr": 0.014785029688685922
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5714285714285714,
            "acc_stderr": 0.01701403811929749,
            "acc_norm": 0.6186540731995277,
            "acc_norm_stderr": 0.016699301768828084
        }
    },
    "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": "GAI-LLM/Yi-Ko-6B-smash",
        "model_sha": "8b0f29ce0c792414e986f2c8b1fe59d68cb874cd",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}