File size: 17,949 Bytes
10cdca0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.20563139931740615,
            "acc_stderr": 0.011810745260742574,
            "acc_norm": 0.23378839590443687,
            "acc_norm_stderr": 0.012368225378507135
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.25632344154550885,
            "acc_stderr": 0.004357101984278613,
            "acc_norm": 0.2621987651862179,
            "acc_norm_stderr": 0.004389312748012148
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.17543859649122806,
            "acc_stderr": 0.029170885500727665,
            "acc_norm": 0.17543859649122806,
            "acc_norm_stderr": 0.029170885500727665
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.33980582524271846,
            "acc_stderr": 0.046897659372781335,
            "acc_norm": 0.33980582524271846,
            "acc_norm_stderr": 0.046897659372781335
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.21328224776500637,
            "acc_stderr": 0.014648172749593515,
            "acc_norm": 0.21328224776500637,
            "acc_norm_stderr": 0.014648172749593515
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.24444444444444444,
            "acc_stderr": 0.03712537833614865,
            "acc_norm": 0.24444444444444444,
            "acc_norm_stderr": 0.03712537833614865
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.21,
            "acc_stderr": 0.040936018074033256,
            "acc_norm": 0.21,
            "acc_norm_stderr": 0.040936018074033256
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.2127659574468085,
            "acc_stderr": 0.026754391348039783,
            "acc_norm": 0.2127659574468085,
            "acc_norm_stderr": 0.026754391348039783
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.18674698795180722,
            "acc_stderr": 0.030338749144500576,
            "acc_norm": 0.18674698795180722,
            "acc_norm_stderr": 0.030338749144500576
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.24758842443729903,
            "acc_stderr": 0.024513879973621967,
            "acc_norm": 0.24758842443729903,
            "acc_norm_stderr": 0.024513879973621967
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.14349775784753363,
            "acc_stderr": 0.02352937126961819,
            "acc_norm": 0.14349775784753363,
            "acc_norm_stderr": 0.02352937126961819
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2900763358778626,
            "acc_stderr": 0.03980066246467765,
            "acc_norm": 0.2900763358778626,
            "acc_norm_stderr": 0.03980066246467765
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.23,
            "acc_stderr": 0.04229525846816506,
            "acc_norm": 0.23,
            "acc_norm_stderr": 0.04229525846816506
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.3282828282828283,
            "acc_stderr": 0.03345678422756775,
            "acc_norm": 0.3282828282828283,
            "acc_norm_stderr": 0.03345678422756775
        },
        "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": 0.3627450980392157,
            "acc_stderr": 0.04784060704105653,
            "acc_norm": 0.3627450980392157,
            "acc_norm_stderr": 0.04784060704105653
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.3487394957983193,
            "acc_stderr": 0.030956636328566548,
            "acc_norm": 0.3487394957983193,
            "acc_norm_stderr": 0.030956636328566548
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.358974358974359,
            "acc_stderr": 0.024321738484602364,
            "acc_norm": 0.358974358974359,
            "acc_norm_stderr": 0.024321738484602364
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.18,
            "acc_stderr": 0.03861229196653694,
            "acc_norm": 0.18,
            "acc_norm_stderr": 0.03861229196653694
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.2,
            "acc_stderr": 0.04020151261036846,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.04020151261036846
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.04236511258094631,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.04236511258094631
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.28078817733990147,
            "acc_stderr": 0.0316185633535861,
            "acc_norm": 0.28078817733990147,
            "acc_norm_stderr": 0.0316185633535861
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.3193548387096774,
            "acc_stderr": 0.026522709674667768,
            "acc_norm": 0.3193548387096774,
            "acc_norm_stderr": 0.026522709674667768
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.20512820512820512,
            "acc_stderr": 0.026453508054040332,
            "acc_norm": 0.20512820512820512,
            "acc_norm_stderr": 0.026453508054040332
        },
        "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": 0.24545454545454545,
            "acc_stderr": 0.041220665028782834,
            "acc_norm": 0.24545454545454545,
            "acc_norm_stderr": 0.041220665028782834
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.26666666666666666,
            "acc_stderr": 0.026962424325073838,
            "acc_norm": 0.26666666666666666,
            "acc_norm_stderr": 0.026962424325073838
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.3443708609271523,
            "acc_stderr": 0.03879687024073327,
            "acc_norm": 0.3443708609271523,
            "acc_norm_stderr": 0.03879687024073327
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.23880597014925373,
            "acc_stderr": 0.030147775935409224,
            "acc_norm": 0.23880597014925373,
            "acc_norm_stderr": 0.030147775935409224
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3236994219653179,
            "acc_stderr": 0.035676037996391706,
            "acc_norm": 0.3236994219653179,
            "acc_norm_stderr": 0.035676037996391706
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2830687830687831,
            "acc_stderr": 0.023201392938194978,
            "acc_norm": 0.2830687830687831,
            "acc_norm_stderr": 0.023201392938194978
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2638888888888889,
            "acc_stderr": 0.03685651095897532,
            "acc_norm": 0.2638888888888889,
            "acc_norm_stderr": 0.03685651095897532
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.39,
            "acc_stderr": 0.04902071300001975,
            "acc_norm": 0.39,
            "acc_norm_stderr": 0.04902071300001975
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.27,
            "acc_stderr": 0.0446196043338474,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.0446196043338474
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.23699421965317918,
            "acc_stderr": 0.022894082489925992,
            "acc_norm": 0.23699421965317918,
            "acc_norm_stderr": 0.022894082489925992
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.2822085889570552,
            "acc_stderr": 0.03536117886664743,
            "acc_norm": 0.2822085889570552,
            "acc_norm_stderr": 0.03536117886664743
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.22530864197530864,
            "acc_stderr": 0.02324620264781975,
            "acc_norm": 0.22530864197530864,
            "acc_norm_stderr": 0.02324620264781975
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.3471502590673575,
            "acc_stderr": 0.03435696168361355,
            "acc_norm": 0.3471502590673575,
            "acc_norm_stderr": 0.03435696168361355
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.23684210526315788,
            "acc_stderr": 0.03999423879281335,
            "acc_norm": 0.23684210526315788,
            "acc_norm_stderr": 0.03999423879281335
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.3431192660550459,
            "acc_stderr": 0.020354777736086037,
            "acc_norm": 0.3431192660550459,
            "acc_norm_stderr": 0.020354777736086037
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.3412698412698413,
            "acc_stderr": 0.04240799327574924,
            "acc_norm": 0.3412698412698413,
            "acc_norm_stderr": 0.04240799327574924
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.28431372549019607,
            "acc_stderr": 0.025829163272757482,
            "acc_norm": 0.28431372549019607,
            "acc_norm_stderr": 0.025829163272757482
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.21,
            "acc_stderr": 0.040936018074033256,
            "acc_norm": 0.21,
            "acc_norm_stderr": 0.040936018074033256
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.1322314049586777,
            "acc_stderr": 0.030922788320445805,
            "acc_norm": 0.1322314049586777,
            "acc_norm_stderr": 0.030922788320445805
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.34210526315789475,
            "acc_stderr": 0.03860731599316091,
            "acc_norm": 0.34210526315789475,
            "acc_norm_stderr": 0.03860731599316091
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.2222222222222222,
            "acc_stderr": 0.016819028375736393,
            "acc_norm": 0.2222222222222222,
            "acc_norm_stderr": 0.016819028375736393
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.23049645390070922,
            "acc_stderr": 0.025123739226872405,
            "acc_norm": 0.23049645390070922,
            "acc_norm_stderr": 0.025123739226872405
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.33035714285714285,
            "acc_stderr": 0.04464285714285712,
            "acc_norm": 0.33035714285714285,
            "acc_norm_stderr": 0.04464285714285712
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.46296296296296297,
            "acc_stderr": 0.03400603625538272,
            "acc_norm": 0.46296296296296297,
            "acc_norm_stderr": 0.03400603625538272
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2569832402234637,
            "acc_stderr": 0.014614465821966342,
            "acc_norm": 0.2569832402234637,
            "acc_norm_stderr": 0.014614465821966342
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252604,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252604
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.19,
            "acc_stderr": 0.03942772444036624,
            "acc_norm": 0.19,
            "acc_norm_stderr": 0.03942772444036624
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.40441176470588236,
            "acc_stderr": 0.029812630701569743,
            "acc_norm": 0.40441176470588236,
            "acc_norm_stderr": 0.029812630701569743
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.24489795918367346,
            "acc_stderr": 0.027529637440174906,
            "acc_norm": 0.24489795918367346,
            "acc_norm_stderr": 0.027529637440174906
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.2320675105485232,
            "acc_stderr": 0.027479744550808507,
            "acc_norm": 0.2320675105485232,
            "acc_norm_stderr": 0.027479744550808507
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.23468057366362452,
            "acc_stderr": 0.010824026872449353,
            "acc_norm": 0.23468057366362452,
            "acc_norm_stderr": 0.010824026872449353
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.2647058823529412,
            "acc_stderr": 0.03096451792692339,
            "acc_norm": 0.2647058823529412,
            "acc_norm_stderr": 0.03096451792692339
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.23030303030303031,
            "acc_stderr": 0.03287666758603489,
            "acc_norm": 0.23030303030303031,
            "acc_norm_stderr": 0.03287666758603489
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.22031823745410037,
            "mc1_stderr": 0.014509045171487288,
            "mc2": 0.4700873980893058,
            "mc2_stderr": 0.016808897693551126
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.0743801652892562,
            "acc_stderr": 0.00902110451090609,
            "acc_norm": 0.2396694214876033,
            "acc_norm_stderr": 0.014676495332267255
        }
    },
    "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": "asapppppp/polyglot_12.8B_lora_finetuning",
        "model_sha": "c47154b0514ec6e194274ed6e512acb20aededdf",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}