File size: 17,936 Bytes
e6a606f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.30119453924914674,
            "acc_stderr": 0.013406741767847612,
            "acc_norm": 0.33532423208191126,
            "acc_norm_stderr": 0.013796182947785562
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.38707428799044014,
            "acc_stderr": 0.004860854240821967,
            "acc_norm": 0.5005974905397331,
            "acc_norm_stderr": 0.004989777848791005
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.32748538011695905,
            "acc_stderr": 0.035993357714560276,
            "acc_norm": 0.32748538011695905,
            "acc_norm_stderr": 0.035993357714560276
        },
        "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": 0.3001277139208174,
            "acc_stderr": 0.016389249691317425,
            "acc_norm": 0.3001277139208174,
            "acc_norm_stderr": 0.016389249691317425
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.34074074074074073,
            "acc_stderr": 0.04094376269996794,
            "acc_norm": 0.34074074074074073,
            "acc_norm_stderr": 0.04094376269996794
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.2680851063829787,
            "acc_stderr": 0.028957342788342343,
            "acc_norm": 0.2680851063829787,
            "acc_norm_stderr": 0.028957342788342343
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.24096385542168675,
            "acc_stderr": 0.0332939411907353,
            "acc_norm": 0.24096385542168675,
            "acc_norm_stderr": 0.0332939411907353
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.3536977491961415,
            "acc_stderr": 0.027155208103200868,
            "acc_norm": 0.3536977491961415,
            "acc_norm_stderr": 0.027155208103200868
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.19730941704035873,
            "acc_stderr": 0.02670985334496796,
            "acc_norm": 0.19730941704035873,
            "acc_norm_stderr": 0.02670985334496796
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.24427480916030533,
            "acc_stderr": 0.03768335959728743,
            "acc_norm": 0.24427480916030533,
            "acc_norm_stderr": 0.03768335959728743
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.2,
            "acc_stderr": 0.04020151261036846,
            "acc_norm": 0.2,
            "acc_norm_stderr": 0.04020151261036846
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.30808080808080807,
            "acc_stderr": 0.032894773300986155,
            "acc_norm": 0.30808080808080807,
            "acc_norm_stderr": 0.032894773300986155
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.3310344827586207,
            "acc_stderr": 0.03921545312467122,
            "acc_norm": 0.3310344827586207,
            "acc_norm_stderr": 0.03921545312467122
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.3137254901960784,
            "acc_stderr": 0.04617034827006717,
            "acc_norm": 0.3137254901960784,
            "acc_norm_stderr": 0.04617034827006717
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.28991596638655465,
            "acc_stderr": 0.029472485833136112,
            "acc_norm": 0.28991596638655465,
            "acc_norm_stderr": 0.029472485833136112
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.28974358974358977,
            "acc_stderr": 0.02300062824368797,
            "acc_norm": 0.28974358974358977,
            "acc_norm_stderr": 0.02300062824368797
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.27,
            "acc_stderr": 0.044619604333847394,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.044619604333847394
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.042365112580946336,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.042365112580946336
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.30049261083743845,
            "acc_stderr": 0.03225799476233485,
            "acc_norm": 0.30049261083743845,
            "acc_norm_stderr": 0.03225799476233485
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.25806451612903225,
            "acc_stderr": 0.02489246917246283,
            "acc_norm": 0.25806451612903225,
            "acc_norm_stderr": 0.02489246917246283
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.32051282051282054,
            "acc_stderr": 0.03057281131029961,
            "acc_norm": 0.32051282051282054,
            "acc_norm_stderr": 0.03057281131029961
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.27547169811320754,
            "acc_stderr": 0.027495663683724046,
            "acc_norm": 0.27547169811320754,
            "acc_norm_stderr": 0.027495663683724046
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.24545454545454545,
            "acc_stderr": 0.04122066502878285,
            "acc_norm": 0.24545454545454545,
            "acc_norm_stderr": 0.04122066502878285
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.02671924078371217,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.02671924078371217
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2913907284768212,
            "acc_stderr": 0.037101857261199966,
            "acc_norm": 0.2913907284768212,
            "acc_norm_stderr": 0.037101857261199966
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.2835820895522388,
            "acc_stderr": 0.03187187537919798,
            "acc_norm": 0.2835820895522388,
            "acc_norm_stderr": 0.03187187537919798
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.2658959537572254,
            "acc_stderr": 0.033687629322594316,
            "acc_norm": 0.2658959537572254,
            "acc_norm_stderr": 0.033687629322594316
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2671957671957672,
            "acc_stderr": 0.022789673145776568,
            "acc_norm": 0.2671957671957672,
            "acc_norm_stderr": 0.022789673145776568
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.2361111111111111,
            "acc_stderr": 0.03551446610810826,
            "acc_norm": 0.2361111111111111,
            "acc_norm_stderr": 0.03551446610810826
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.27,
            "acc_stderr": 0.04461960433384741,
            "acc_norm": 0.27,
            "acc_norm_stderr": 0.04461960433384741
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542128,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542128
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.35260115606936415,
            "acc_stderr": 0.02572280220089582,
            "acc_norm": 0.35260115606936415,
            "acc_norm_stderr": 0.02572280220089582
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.3128834355828221,
            "acc_stderr": 0.036429145782924055,
            "acc_norm": 0.3128834355828221,
            "acc_norm_stderr": 0.036429145782924055
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.30246913580246915,
            "acc_stderr": 0.025557653981868045,
            "acc_norm": 0.30246913580246915,
            "acc_norm_stderr": 0.025557653981868045
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.24,
            "acc_stderr": 0.042923469599092816,
            "acc_norm": 0.24,
            "acc_norm_stderr": 0.042923469599092816
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.2538860103626943,
            "acc_stderr": 0.03141024780565319,
            "acc_norm": 0.2538860103626943,
            "acc_norm_stderr": 0.03141024780565319
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.24561403508771928,
            "acc_stderr": 0.04049339297748142,
            "acc_norm": 0.24561403508771928,
            "acc_norm_stderr": 0.04049339297748142
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.26788990825688075,
            "acc_stderr": 0.01898746225797865,
            "acc_norm": 0.26788990825688075,
            "acc_norm_stderr": 0.01898746225797865
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2619047619047619,
            "acc_stderr": 0.03932537680392871,
            "acc_norm": 0.2619047619047619,
            "acc_norm_stderr": 0.03932537680392871
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.3431372549019608,
            "acc_stderr": 0.02718449890994162,
            "acc_norm": 0.3431372549019608,
            "acc_norm_stderr": 0.02718449890994162
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.24,
            "acc_stderr": 0.04292346959909281,
            "acc_norm": 0.24,
            "acc_norm_stderr": 0.04292346959909281
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.2231404958677686,
            "acc_stderr": 0.03800754475228733,
            "acc_norm": 0.2231404958677686,
            "acc_norm_stderr": 0.03800754475228733
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.17105263157894737,
            "acc_stderr": 0.030643607071677098,
            "acc_norm": 0.17105263157894737,
            "acc_norm_stderr": 0.030643607071677098
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.29248366013071897,
            "acc_stderr": 0.01840341571010979,
            "acc_norm": 0.29248366013071897,
            "acc_norm_stderr": 0.01840341571010979
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.2624113475177305,
            "acc_stderr": 0.02624492034984301,
            "acc_norm": 0.2624113475177305,
            "acc_norm_stderr": 0.02624492034984301
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.21428571428571427,
            "acc_stderr": 0.03894641120044792,
            "acc_norm": 0.21428571428571427,
            "acc_norm_stderr": 0.03894641120044792
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.37962962962962965,
            "acc_stderr": 0.03309682581119035,
            "acc_norm": 0.37962962962962965,
            "acc_norm_stderr": 0.03309682581119035
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.264804469273743,
            "acc_stderr": 0.014756906483260664,
            "acc_norm": 0.264804469273743,
            "acc_norm_stderr": 0.014756906483260664
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.31,
            "acc_stderr": 0.04648231987117316,
            "acc_norm": 0.31,
            "acc_norm_stderr": 0.04648231987117316
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.3161764705882353,
            "acc_stderr": 0.02824568739146292,
            "acc_norm": 0.3161764705882353,
            "acc_norm_stderr": 0.02824568739146292
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.33877551020408164,
            "acc_stderr": 0.03029950656215418,
            "acc_norm": 0.33877551020408164,
            "acc_norm_stderr": 0.03029950656215418
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.379746835443038,
            "acc_stderr": 0.031591887529658504,
            "acc_norm": 0.379746835443038,
            "acc_norm_stderr": 0.031591887529658504
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.31877444589308995,
            "acc_stderr": 0.01190189563578609,
            "acc_norm": 0.31877444589308995,
            "acc_norm_stderr": 0.01190189563578609
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.35294117647058826,
            "acc_stderr": 0.03354092437591518,
            "acc_norm": 0.35294117647058826,
            "acc_norm_stderr": 0.03354092437591518
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.3393939393939394,
            "acc_stderr": 0.03697442205031596,
            "acc_norm": 0.3393939393939394,
            "acc_norm_stderr": 0.03697442205031596
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.24479804161566707,
            "mc1_stderr": 0.015051869486715,
            "mc2": 0.39860268740922694,
            "mc2_stderr": 0.015473079108834439
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.29279811097992914,
            "acc_stderr": 0.015644823205401334,
            "acc_norm": 0.33412042502951594,
            "acc_norm_stderr": 0.016216763304239695
        }
    },
    "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": "momo/polyglot-ko-12.8b-Chat-QLoRA-Merge_v3",
        "model_sha": "33bfc3a65f355b210a21b6f7c8f04f49492835bf",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}