File size: 17,941 Bytes
2bd586c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.32593856655290104,
            "acc_stderr": 0.013697432466693239,
            "acc_norm": 0.3839590443686007,
            "acc_norm_stderr": 0.01421244498065189
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.401911969727146,
            "acc_stderr": 0.00489282341554655,
            "acc_norm": 0.5347540330611432,
            "acc_norm_stderr": 0.0049777130738993145
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.4093567251461988,
            "acc_stderr": 0.037712831076265434,
            "acc_norm": 0.4093567251461988,
            "acc_norm_stderr": 0.037712831076265434
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.22330097087378642,
            "acc_stderr": 0.04123553189891431,
            "acc_norm": 0.22330097087378642,
            "acc_norm_stderr": 0.04123553189891431
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.35887611749680715,
            "acc_stderr": 0.017152991797501342,
            "acc_norm": 0.35887611749680715,
            "acc_norm_stderr": 0.017152991797501342
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.3851851851851852,
            "acc_stderr": 0.042039210401562783,
            "acc_norm": 0.3851851851851852,
            "acc_norm_stderr": 0.042039210401562783
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.26,
            "acc_stderr": 0.04408440022768078,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.04408440022768078
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.26382978723404255,
            "acc_stderr": 0.028809989854102953,
            "acc_norm": 0.26382978723404255,
            "acc_norm_stderr": 0.028809989854102953
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.21686746987951808,
            "acc_stderr": 0.03208284450356365,
            "acc_norm": 0.21686746987951808,
            "acc_norm_stderr": 0.03208284450356365
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.3215434083601286,
            "acc_stderr": 0.026527724079528872,
            "acc_norm": 0.3215434083601286,
            "acc_norm_stderr": 0.026527724079528872
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.3721973094170404,
            "acc_stderr": 0.03244305283008731,
            "acc_norm": 0.3721973094170404,
            "acc_norm_stderr": 0.03244305283008731
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4122137404580153,
            "acc_stderr": 0.04317171194870255,
            "acc_norm": 0.4122137404580153,
            "acc_norm_stderr": 0.04317171194870255
        },
        "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": 0.3181818181818182,
            "acc_stderr": 0.03318477333845332,
            "acc_norm": 0.3181818181818182,
            "acc_norm_stderr": 0.03318477333845332
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.31724137931034485,
            "acc_stderr": 0.03878352372138623,
            "acc_norm": 0.31724137931034485,
            "acc_norm_stderr": 0.03878352372138623
        },
        "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": 0.31512605042016806,
            "acc_stderr": 0.030176808288974337,
            "acc_norm": 0.31512605042016806,
            "acc_norm_stderr": 0.030176808288974337
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.23076923076923078,
            "acc_stderr": 0.021362027725222724,
            "acc_norm": 0.23076923076923078,
            "acc_norm_stderr": 0.021362027725222724
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.43,
            "acc_stderr": 0.04975698519562428,
            "acc_norm": 0.43,
            "acc_norm_stderr": 0.04975698519562428
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.26,
            "acc_stderr": 0.0440844002276808,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.0440844002276808
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.28703703703703703,
            "acc_stderr": 0.043733130409147614,
            "acc_norm": 0.28703703703703703,
            "acc_norm_stderr": 0.043733130409147614
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.2660098522167488,
            "acc_stderr": 0.03108982600293752,
            "acc_norm": 0.2660098522167488,
            "acc_norm_stderr": 0.03108982600293752
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.2645161290322581,
            "acc_stderr": 0.025091892378859275,
            "acc_norm": 0.2645161290322581,
            "acc_norm_stderr": 0.025091892378859275
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.39316239316239315,
            "acc_stderr": 0.03199957924651047,
            "acc_norm": 0.39316239316239315,
            "acc_norm_stderr": 0.03199957924651047
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.30943396226415093,
            "acc_stderr": 0.028450154794118627,
            "acc_norm": 0.30943396226415093,
            "acc_norm_stderr": 0.028450154794118627
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.3090909090909091,
            "acc_stderr": 0.044262946482000985,
            "acc_norm": 0.3090909090909091,
            "acc_norm_stderr": 0.044262946482000985
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.26666666666666666,
            "acc_stderr": 0.026962424325073824,
            "acc_norm": 0.26666666666666666,
            "acc_norm_stderr": 0.026962424325073824
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.271523178807947,
            "acc_stderr": 0.03631329803969654,
            "acc_norm": 0.271523178807947,
            "acc_norm_stderr": 0.03631329803969654
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.3781094527363184,
            "acc_stderr": 0.03428867848778658,
            "acc_norm": 0.3781094527363184,
            "acc_norm_stderr": 0.03428867848778658
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.23699421965317918,
            "acc_stderr": 0.03242414757483098,
            "acc_norm": 0.23699421965317918,
            "acc_norm_stderr": 0.03242414757483098
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.26455026455026454,
            "acc_stderr": 0.022717467897708617,
            "acc_norm": 0.26455026455026454,
            "acc_norm_stderr": 0.022717467897708617
        },
        "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": 0.16,
            "acc_stderr": 0.03684529491774709,
            "acc_norm": 0.16,
            "acc_norm_stderr": 0.03684529491774709
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252605,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252605
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.29190751445086704,
            "acc_stderr": 0.024476994076247316,
            "acc_norm": 0.29190751445086704,
            "acc_norm_stderr": 0.024476994076247316
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.25766871165644173,
            "acc_stderr": 0.03436150827846917,
            "acc_norm": 0.25766871165644173,
            "acc_norm_stderr": 0.03436150827846917
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.32407407407407407,
            "acc_stderr": 0.026041766202717163,
            "acc_norm": 0.32407407407407407,
            "acc_norm_stderr": 0.026041766202717163
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.27979274611398963,
            "acc_stderr": 0.03239637046735704,
            "acc_norm": 0.27979274611398963,
            "acc_norm_stderr": 0.03239637046735704
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2894736842105263,
            "acc_stderr": 0.04266339443159394,
            "acc_norm": 0.2894736842105263,
            "acc_norm_stderr": 0.04266339443159394
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.3174311926605505,
            "acc_stderr": 0.0199571521984605,
            "acc_norm": 0.3174311926605505,
            "acc_norm_stderr": 0.0199571521984605
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.15873015873015872,
            "acc_stderr": 0.03268454013011744,
            "acc_norm": 0.15873015873015872,
            "acc_norm_stderr": 0.03268454013011744
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.37254901960784315,
            "acc_stderr": 0.027684181883302898,
            "acc_norm": 0.37254901960784315,
            "acc_norm_stderr": 0.027684181883302898
        },
        "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": 0.35537190082644626,
            "acc_stderr": 0.04369236326573981,
            "acc_norm": 0.35537190082644626,
            "acc_norm_stderr": 0.04369236326573981
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.27631578947368424,
            "acc_stderr": 0.03639057569952925,
            "acc_norm": 0.27631578947368424,
            "acc_norm_stderr": 0.03639057569952925
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.29248366013071897,
            "acc_stderr": 0.018403415710109772,
            "acc_norm": 0.29248366013071897,
            "acc_norm_stderr": 0.018403415710109772
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.25177304964539005,
            "acc_stderr": 0.025892151156709405,
            "acc_norm": 0.25177304964539005,
            "acc_norm_stderr": 0.025892151156709405
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.32142857142857145,
            "acc_stderr": 0.04432804055291519,
            "acc_norm": 0.32142857142857145,
            "acc_norm_stderr": 0.04432804055291519
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.22685185185185186,
            "acc_stderr": 0.028561650102422256,
            "acc_norm": 0.22685185185185186,
            "acc_norm_stderr": 0.028561650102422256
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2346368715083799,
            "acc_stderr": 0.014173044098303675,
            "acc_norm": 0.2346368715083799,
            "acc_norm_stderr": 0.014173044098303675
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.38,
            "acc_stderr": 0.04878317312145633,
            "acc_norm": 0.38,
            "acc_norm_stderr": 0.04878317312145633
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.28,
            "acc_stderr": 0.045126085985421276,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.045126085985421276
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.2647058823529412,
            "acc_stderr": 0.026799562024887688,
            "acc_norm": 0.2647058823529412,
            "acc_norm_stderr": 0.026799562024887688
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.3836734693877551,
            "acc_stderr": 0.031130880396235936,
            "acc_norm": 0.3836734693877551,
            "acc_norm_stderr": 0.031130880396235936
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.43037974683544306,
            "acc_stderr": 0.032230171959375976,
            "acc_norm": 0.43037974683544306,
            "acc_norm_stderr": 0.032230171959375976
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2796610169491525,
            "acc_stderr": 0.011463397393861964,
            "acc_norm": 0.2796610169491525,
            "acc_norm_stderr": 0.011463397393861964
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.03308611113236437,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.03308611113236437
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.28484848484848485,
            "acc_stderr": 0.035243908445117836,
            "acc_norm": 0.28484848484848485,
            "acc_norm_stderr": 0.035243908445117836
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2741738066095471,
            "mc1_stderr": 0.015616518497219374,
            "mc2": 0.4290947920734499,
            "mc2_stderr": 0.015338103665717853
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.30633802816901406,
            "acc_stderr": 0.015801911286714723,
            "acc_norm": 0.357981220657277,
            "acc_norm_stderr": 0.01643384581482908
        }
    },
    "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": "lcw99/llama2-ko-chang-instruct-chat",
        "model_sha": "77bd1c3d0a5997aa8e406eb689ae786a3178b274",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}