File size: 17,883 Bytes
665969a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.3924914675767918,
            "acc_stderr": 0.014269634635670722,
            "acc_norm": 0.45051194539249145,
            "acc_norm_stderr": 0.014539646098471627
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.4253136825333599,
            "acc_stderr": 0.004933800927560533,
            "acc_norm": 0.5706034654451304,
            "acc_norm_stderr": 0.004939784311448985
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.47953216374269003,
            "acc_stderr": 0.0383161053282193,
            "acc_norm": 0.47953216374269003,
            "acc_norm_stderr": 0.0383161053282193
        },
        "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": 0.5478927203065134,
            "acc_stderr": 0.01779775149386563,
            "acc_norm": 0.5478927203065134,
            "acc_norm_stderr": 0.01779775149386563
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.4740740740740741,
            "acc_stderr": 0.04313531696750573,
            "acc_norm": 0.4740740740740741,
            "acc_norm_stderr": 0.04313531696750573
        },
        "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": 0.4,
            "acc_stderr": 0.03202563076101735,
            "acc_norm": 0.4,
            "acc_norm_stderr": 0.03202563076101735
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.4036144578313253,
            "acc_stderr": 0.03819486140758398,
            "acc_norm": 0.4036144578313253,
            "acc_norm_stderr": 0.03819486140758398
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.45980707395498394,
            "acc_stderr": 0.028306190403305696,
            "acc_norm": 0.45980707395498394,
            "acc_norm_stderr": 0.028306190403305696
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.4663677130044843,
            "acc_stderr": 0.033481800170603065,
            "acc_norm": 0.4663677130044843,
            "acc_norm_stderr": 0.033481800170603065
        },
        "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": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5454545454545454,
            "acc_stderr": 0.035476014940069384,
            "acc_norm": 0.5454545454545454,
            "acc_norm_stderr": 0.035476014940069384
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.38620689655172413,
            "acc_stderr": 0.04057324734419034,
            "acc_norm": 0.38620689655172413,
            "acc_norm_stderr": 0.04057324734419034
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.19607843137254902,
            "acc_stderr": 0.03950581861179962,
            "acc_norm": 0.19607843137254902,
            "acc_norm_stderr": 0.03950581861179962
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.39915966386554624,
            "acc_stderr": 0.03181110032413926,
            "acc_norm": 0.39915966386554624,
            "acc_norm_stderr": 0.03181110032413926
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.4358974358974359,
            "acc_stderr": 0.025141801511177498,
            "acc_norm": 0.4358974358974359,
            "acc_norm_stderr": 0.025141801511177498
        },
        "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": 0.37,
            "acc_stderr": 0.04852365870939099,
            "acc_norm": 0.37,
            "acc_norm_stderr": 0.04852365870939099
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.4722222222222222,
            "acc_stderr": 0.04826217294139894,
            "acc_norm": 0.4722222222222222,
            "acc_norm_stderr": 0.04826217294139894
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.35467980295566504,
            "acc_stderr": 0.033661244890514495,
            "acc_norm": 0.35467980295566504,
            "acc_norm_stderr": 0.033661244890514495
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.44193548387096776,
            "acc_stderr": 0.028251557906849738,
            "acc_norm": 0.44193548387096776,
            "acc_norm_stderr": 0.028251557906849738
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.6196581196581197,
            "acc_stderr": 0.03180425204384099,
            "acc_norm": 0.6196581196581197,
            "acc_norm_stderr": 0.03180425204384099
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.43018867924528303,
            "acc_stderr": 0.030471445867183238,
            "acc_norm": 0.43018867924528303,
            "acc_norm_stderr": 0.030471445867183238
        },
        "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": 0.23703703703703705,
            "acc_stderr": 0.02592887613276612,
            "acc_norm": 0.23703703703703705,
            "acc_norm_stderr": 0.02592887613276612
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2781456953642384,
            "acc_stderr": 0.03658603262763743,
            "acc_norm": 0.2781456953642384,
            "acc_norm_stderr": 0.03658603262763743
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5373134328358209,
            "acc_stderr": 0.03525675167467974,
            "acc_norm": 0.5373134328358209,
            "acc_norm_stderr": 0.03525675167467974
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.4046242774566474,
            "acc_stderr": 0.0374246119388725,
            "acc_norm": 0.4046242774566474,
            "acc_norm_stderr": 0.0374246119388725
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2619047619047619,
            "acc_stderr": 0.022644212615525218,
            "acc_norm": 0.2619047619047619,
            "acc_norm_stderr": 0.022644212615525218
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.4027777777777778,
            "acc_stderr": 0.04101405519842425,
            "acc_norm": 0.4027777777777778,
            "acc_norm_stderr": 0.04101405519842425
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.58,
            "acc_stderr": 0.049604496374885836,
            "acc_norm": 0.58,
            "acc_norm_stderr": 0.049604496374885836
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.47398843930635837,
            "acc_stderr": 0.02688264343402289,
            "acc_norm": 0.47398843930635837,
            "acc_norm_stderr": 0.02688264343402289
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.49079754601226994,
            "acc_stderr": 0.03927705600787443,
            "acc_norm": 0.49079754601226994,
            "acc_norm_stderr": 0.03927705600787443
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.46296296296296297,
            "acc_stderr": 0.02774431344337654,
            "acc_norm": 0.46296296296296297,
            "acc_norm_stderr": 0.02774431344337654
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.32,
            "acc_stderr": 0.04688261722621504,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621504
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.5233160621761658,
            "acc_stderr": 0.03604513672442202,
            "acc_norm": 0.5233160621761658,
            "acc_norm_stderr": 0.03604513672442202
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.30701754385964913,
            "acc_stderr": 0.0433913832257986,
            "acc_norm": 0.30701754385964913,
            "acc_norm_stderr": 0.0433913832257986
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.5761467889908257,
            "acc_stderr": 0.02118726320908751,
            "acc_norm": 0.5761467889908257,
            "acc_norm_stderr": 0.02118726320908751
        },
        "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": 0.41830065359477125,
            "acc_stderr": 0.028245134024387296,
            "acc_norm": 0.41830065359477125,
            "acc_norm_stderr": 0.028245134024387296
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.41,
            "acc_stderr": 0.04943110704237102,
            "acc_norm": 0.41,
            "acc_norm_stderr": 0.04943110704237102
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.5619834710743802,
            "acc_stderr": 0.045291468044357915,
            "acc_norm": 0.5619834710743802,
            "acc_norm_stderr": 0.045291468044357915
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.3881578947368421,
            "acc_stderr": 0.03965842097512744,
            "acc_norm": 0.3881578947368421,
            "acc_norm_stderr": 0.03965842097512744
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.35784313725490197,
            "acc_stderr": 0.019393058402355442,
            "acc_norm": 0.35784313725490197,
            "acc_norm_stderr": 0.019393058402355442
        },
        "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": 0.26785714285714285,
            "acc_stderr": 0.04203277291467762,
            "acc_norm": 0.26785714285714285,
            "acc_norm_stderr": 0.04203277291467762
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.3148148148148148,
            "acc_stderr": 0.031674687068289784,
            "acc_norm": 0.3148148148148148,
            "acc_norm_stderr": 0.031674687068289784
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24581005586592178,
            "acc_stderr": 0.014400296429225608,
            "acc_norm": 0.24581005586592178,
            "acc_norm_stderr": 0.014400296429225608
        },
        "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": 0.48,
            "acc_stderr": 0.050211673156867795,
            "acc_norm": 0.48,
            "acc_norm_stderr": 0.050211673156867795
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.40808823529411764,
            "acc_stderr": 0.029855261393483927,
            "acc_norm": 0.40808823529411764,
            "acc_norm_stderr": 0.029855261393483927
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.4163265306122449,
            "acc_stderr": 0.031557828165561644,
            "acc_norm": 0.4163265306122449,
            "acc_norm_stderr": 0.031557828165561644
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.5822784810126582,
            "acc_stderr": 0.032103530322412685,
            "acc_norm": 0.5822784810126582,
            "acc_norm_stderr": 0.032103530322412685
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.31421121251629724,
            "acc_stderr": 0.011855911587048228,
            "acc_norm": 0.31421121251629724,
            "acc_norm_stderr": 0.011855911587048228
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.4362745098039216,
            "acc_stderr": 0.03480693138457039,
            "acc_norm": 0.4362745098039216,
            "acc_norm_stderr": 0.03480693138457039
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.5575757575757576,
            "acc_stderr": 0.03878372113711275,
            "acc_norm": 0.5575757575757576,
            "acc_norm_stderr": 0.03878372113711275
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2766217870257038,
            "mc1_stderr": 0.01565960575532691,
            "mc2": 0.42927679239357447,
            "mc2_stderr": 0.014965776733274934
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.5324675324675324,
            "acc_stderr": 0.01715407371668287,
            "acc_norm": 0.6257378984651711,
            "acc_norm_stderr": 0.016637917789798746
        }
    },
    "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": "PracticeLLM/Custom-KoLLM-13B-v4",
        "model_sha": "64859181e99108e5033e34ea2a5162400bb1a803",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}