File size: 17,862 Bytes
c58f12b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.20051194539249148,
            "acc_stderr": 0.01170031805049937,
            "acc_norm": 0.2363481228668942,
            "acc_norm_stderr": 0.012414960524301811
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.2500497908783111,
            "acc_stderr": 0.004321564303822431,
            "acc_norm": 0.246265684126668,
            "acc_norm_stderr": 0.004299546103761434
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.3216374269005848,
            "acc_stderr": 0.03582529442573122,
            "acc_norm": 0.3216374269005848,
            "acc_norm_stderr": 0.03582529442573122
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.17475728155339806,
            "acc_stderr": 0.037601780060266196,
            "acc_norm": 0.17475728155339806,
            "acc_norm_stderr": 0.037601780060266196
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.23754789272030652,
            "acc_stderr": 0.015218733046150191,
            "acc_norm": 0.23754789272030652,
            "acc_norm_stderr": 0.015218733046150191
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.18518518518518517,
            "acc_stderr": 0.03355677216313142,
            "acc_norm": 0.18518518518518517,
            "acc_norm_stderr": 0.03355677216313142
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.22,
            "acc_stderr": 0.04163331998932268,
            "acc_norm": 0.22,
            "acc_norm_stderr": 0.04163331998932268
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.26382978723404255,
            "acc_stderr": 0.028809989854102987,
            "acc_norm": 0.26382978723404255,
            "acc_norm_stderr": 0.028809989854102987
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.28313253012048195,
            "acc_stderr": 0.03507295431370518,
            "acc_norm": 0.28313253012048195,
            "acc_norm_stderr": 0.03507295431370518
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.1864951768488746,
            "acc_stderr": 0.022122439772480757,
            "acc_norm": 0.1864951768488746,
            "acc_norm_stderr": 0.022122439772480757
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.31390134529147984,
            "acc_stderr": 0.031146796482972465,
            "acc_norm": 0.31390134529147984,
            "acc_norm_stderr": 0.031146796482972465
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2595419847328244,
            "acc_stderr": 0.03844876139785271,
            "acc_norm": 0.2595419847328244,
            "acc_norm_stderr": 0.03844876139785271
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.17676767676767677,
            "acc_stderr": 0.027178752639044915,
            "acc_norm": 0.17676767676767677,
            "acc_norm_stderr": 0.027178752639044915
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.2413793103448276,
            "acc_stderr": 0.03565998174135302,
            "acc_norm": 0.2413793103448276,
            "acc_norm_stderr": 0.03565998174135302
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.21568627450980393,
            "acc_stderr": 0.04092563958237654,
            "acc_norm": 0.21568627450980393,
            "acc_norm_stderr": 0.04092563958237654
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.21008403361344538,
            "acc_stderr": 0.026461398717471874,
            "acc_norm": 0.21008403361344538,
            "acc_norm_stderr": 0.026461398717471874
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.20256410256410257,
            "acc_stderr": 0.020377660970371393,
            "acc_norm": 0.20256410256410257,
            "acc_norm_stderr": 0.020377660970371393
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.28,
            "acc_stderr": 0.045126085985421276,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.045126085985421276
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.18,
            "acc_stderr": 0.038612291966536955,
            "acc_norm": 0.18,
            "acc_norm_stderr": 0.038612291966536955
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.04236511258094633,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.04236511258094633
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.15270935960591134,
            "acc_stderr": 0.025308904539380627,
            "acc_norm": 0.15270935960591134,
            "acc_norm_stderr": 0.025308904539380627
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.1774193548387097,
            "acc_stderr": 0.021732540689329276,
            "acc_norm": 0.1774193548387097,
            "acc_norm_stderr": 0.021732540689329276
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.2905982905982906,
            "acc_stderr": 0.029745048572674057,
            "acc_norm": 0.2905982905982906,
            "acc_norm_stderr": 0.029745048572674057
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.21509433962264152,
            "acc_stderr": 0.025288394502891377,
            "acc_norm": 0.21509433962264152,
            "acc_norm_stderr": 0.025288394502891377
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.21818181818181817,
            "acc_stderr": 0.03955932861795833,
            "acc_norm": 0.21818181818181817,
            "acc_norm_stderr": 0.03955932861795833
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.2111111111111111,
            "acc_stderr": 0.024882116857655075,
            "acc_norm": 0.2111111111111111,
            "acc_norm_stderr": 0.024882116857655075
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.1986754966887417,
            "acc_stderr": 0.03257847384436775,
            "acc_norm": 0.1986754966887417,
            "acc_norm_stderr": 0.03257847384436775
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.24378109452736318,
            "acc_stderr": 0.030360490154014645,
            "acc_norm": 0.24378109452736318,
            "acc_norm_stderr": 0.030360490154014645
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.20809248554913296,
            "acc_stderr": 0.030952890217749884,
            "acc_norm": 0.20809248554913296,
            "acc_norm_stderr": 0.030952890217749884
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.20899470899470898,
            "acc_stderr": 0.020940481565334835,
            "acc_norm": 0.20899470899470898,
            "acc_norm_stderr": 0.020940481565334835
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2569444444444444,
            "acc_stderr": 0.03653946969442099,
            "acc_norm": 0.2569444444444444,
            "acc_norm_stderr": 0.03653946969442099
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.2,
            "acc_stderr": 0.040201512610368445,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.040201512610368445
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542129,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542129
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.24855491329479767,
            "acc_stderr": 0.023267528432100174,
            "acc_norm": 0.24855491329479767,
            "acc_norm_stderr": 0.023267528432100174
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.22085889570552147,
            "acc_stderr": 0.03259177392742178,
            "acc_norm": 0.22085889570552147,
            "acc_norm_stderr": 0.03259177392742178
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.21604938271604937,
            "acc_stderr": 0.022899162918445796,
            "acc_norm": 0.21604938271604937,
            "acc_norm_stderr": 0.022899162918445796
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.21,
            "acc_stderr": 0.040936018074033256,
            "acc_norm": 0.21,
            "acc_norm_stderr": 0.040936018074033256
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.19689119170984457,
            "acc_stderr": 0.028697873971860677,
            "acc_norm": 0.19689119170984457,
            "acc_norm_stderr": 0.028697873971860677
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.23684210526315788,
            "acc_stderr": 0.039994238792813365,
            "acc_norm": 0.23684210526315788,
            "acc_norm_stderr": 0.039994238792813365
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.1926605504587156,
            "acc_stderr": 0.016909276884936097,
            "acc_norm": 0.1926605504587156,
            "acc_norm_stderr": 0.016909276884936097
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2857142857142857,
            "acc_stderr": 0.04040610178208841,
            "acc_norm": 0.2857142857142857,
            "acc_norm_stderr": 0.04040610178208841
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.22549019607843138,
            "acc_stderr": 0.02392915551735129,
            "acc_norm": 0.22549019607843138,
            "acc_norm_stderr": 0.02392915551735129
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.2396694214876033,
            "acc_stderr": 0.038968789850704164,
            "acc_norm": 0.2396694214876033,
            "acc_norm_stderr": 0.038968789850704164
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.17763157894736842,
            "acc_stderr": 0.03110318238312338,
            "acc_norm": 0.17763157894736842,
            "acc_norm_stderr": 0.03110318238312338
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.25,
            "acc_stderr": 0.01751781884501444,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.01751781884501444
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.23404255319148937,
            "acc_stderr": 0.025257861359432414,
            "acc_norm": 0.23404255319148937,
            "acc_norm_stderr": 0.025257861359432414
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.3125,
            "acc_stderr": 0.043994650575715215,
            "acc_norm": 0.3125,
            "acc_norm_stderr": 0.043994650575715215
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.1527777777777778,
            "acc_stderr": 0.024536326026134238,
            "acc_norm": 0.1527777777777778,
            "acc_norm_stderr": 0.024536326026134238
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.23798882681564246,
            "acc_stderr": 0.014242630070574892,
            "acc_norm": 0.23798882681564246,
            "acc_norm_stderr": 0.014242630070574892
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.26,
            "acc_stderr": 0.0440844002276808,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.0440844002276808
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.18382352941176472,
            "acc_stderr": 0.02352924218519311,
            "acc_norm": 0.18382352941176472,
            "acc_norm_stderr": 0.02352924218519311
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.18775510204081633,
            "acc_stderr": 0.025000256039546198,
            "acc_norm": 0.18775510204081633,
            "acc_norm_stderr": 0.025000256039546198
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.270042194092827,
            "acc_stderr": 0.028900721906293426,
            "acc_norm": 0.270042194092827,
            "acc_norm_stderr": 0.028900721906293426
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2457627118644068,
            "acc_stderr": 0.010996156635142692,
            "acc_norm": 0.2457627118644068,
            "acc_norm_stderr": 0.010996156635142692
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.25,
            "acc_stderr": 0.03039153369274154,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.03039153369274154
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.21818181818181817,
            "acc_stderr": 0.03225078108306289,
            "acc_norm": 0.21818181818181817,
            "acc_norm_stderr": 0.03225078108306289
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2839657282741738,
            "mc1_stderr": 0.015785370858396736,
            "mc2": 0.4901664286815018,
            "mc2_stderr": 0.016461517029586932
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.0743801652892562,
            "acc_stderr": 0.009021104510906089,
            "acc_norm": 0.3152302243211334,
            "acc_norm_stderr": 0.015973534923794486
        }
    },
    "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": "lifelongeek/ko-7b-ins",
        "model_sha": "4970a8c78104fed617103be2763fb54e8e90ca72",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}