File size: 17,905 Bytes
f3bbb67
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.19795221843003413,
            "acc_stderr": 0.011643990971573401,
            "acc_norm": 0.26535836177474403,
            "acc_norm_stderr": 0.012902554762313962
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.2633937462656841,
            "acc_stderr": 0.004395739495688583,
            "acc_norm": 0.27823142800239,
            "acc_norm_stderr": 0.004472121485161932
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.22807017543859648,
            "acc_stderr": 0.03218093795602357,
            "acc_norm": 0.22807017543859648,
            "acc_norm_stderr": 0.03218093795602357
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.20388349514563106,
            "acc_stderr": 0.03989139859531771,
            "acc_norm": 0.20388349514563106,
            "acc_norm_stderr": 0.03989139859531771
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.2669220945083014,
            "acc_stderr": 0.015818450894777552,
            "acc_norm": 0.2669220945083014,
            "acc_norm_stderr": 0.015818450894777552
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.22962962962962963,
            "acc_stderr": 0.03633384414073463,
            "acc_norm": 0.22962962962962963,
            "acc_norm_stderr": 0.03633384414073463
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.29,
            "acc_stderr": 0.045604802157206845,
            "acc_norm": 0.29,
            "acc_norm_stderr": 0.045604802157206845
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.24680851063829787,
            "acc_stderr": 0.028185441301234102,
            "acc_norm": 0.24680851063829787,
            "acc_norm_stderr": 0.028185441301234102
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.29518072289156627,
            "acc_stderr": 0.0355092018568963,
            "acc_norm": 0.29518072289156627,
            "acc_norm_stderr": 0.0355092018568963
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.26688102893890675,
            "acc_stderr": 0.025122637608816657,
            "acc_norm": 0.26688102893890675,
            "acc_norm_stderr": 0.025122637608816657
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.2556053811659193,
            "acc_stderr": 0.029275891003969923,
            "acc_norm": 0.2556053811659193,
            "acc_norm_stderr": 0.029275891003969923
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.2366412213740458,
            "acc_stderr": 0.037276735755969195,
            "acc_norm": 0.2366412213740458,
            "acc_norm_stderr": 0.037276735755969195
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.2474747474747475,
            "acc_stderr": 0.03074630074212451,
            "acc_norm": 0.2474747474747475,
            "acc_norm_stderr": 0.03074630074212451
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.2620689655172414,
            "acc_stderr": 0.036646663372252565,
            "acc_norm": 0.2620689655172414,
            "acc_norm_stderr": 0.036646663372252565
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.17647058823529413,
            "acc_stderr": 0.03793281185307811,
            "acc_norm": 0.17647058823529413,
            "acc_norm_stderr": 0.03793281185307811
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.3403361344537815,
            "acc_stderr": 0.030778057422931666,
            "acc_norm": 0.3403361344537815,
            "acc_norm_stderr": 0.030778057422931666
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.30512820512820515,
            "acc_stderr": 0.023346335293325887,
            "acc_norm": 0.30512820512820515,
            "acc_norm_stderr": 0.023346335293325887
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.17,
            "acc_stderr": 0.03775251680686371,
            "acc_norm": 0.17,
            "acc_norm_stderr": 0.03775251680686371
        },
        "harness|ko_mmlu_global_facts|5": {
            "acc": 0.15,
            "acc_stderr": 0.03588702812826371,
            "acc_norm": 0.15,
            "acc_norm_stderr": 0.03588702812826371
        },
        "harness|ko_mmlu_jurisprudence|5": {
            "acc": 0.2222222222222222,
            "acc_stderr": 0.040191074725573483,
            "acc_norm": 0.2222222222222222,
            "acc_norm_stderr": 0.040191074725573483
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.32019704433497537,
            "acc_stderr": 0.032826493853041504,
            "acc_norm": 0.32019704433497537,
            "acc_norm_stderr": 0.032826493853041504
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.31290322580645163,
            "acc_stderr": 0.026377567028645858,
            "acc_norm": 0.31290322580645163,
            "acc_norm_stderr": 0.026377567028645858
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.19230769230769232,
            "acc_stderr": 0.025819233256483727,
            "acc_norm": 0.19230769230769232,
            "acc_norm_stderr": 0.025819233256483727
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.22641509433962265,
            "acc_stderr": 0.025757559893106727,
            "acc_norm": 0.22641509433962265,
            "acc_norm_stderr": 0.025757559893106727
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.23636363636363636,
            "acc_stderr": 0.04069306319721376,
            "acc_norm": 0.23636363636363636,
            "acc_norm_stderr": 0.04069306319721376
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.25555555555555554,
            "acc_stderr": 0.02659393910184408,
            "acc_norm": 0.25555555555555554,
            "acc_norm_stderr": 0.02659393910184408
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.33112582781456956,
            "acc_stderr": 0.038425817186598696,
            "acc_norm": 0.33112582781456956,
            "acc_norm_stderr": 0.038425817186598696
        },
        "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": 0.21965317919075145,
            "acc_stderr": 0.031568093627031744,
            "acc_norm": 0.21965317919075145,
            "acc_norm_stderr": 0.031568093627031744
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.25396825396825395,
            "acc_stderr": 0.022418042891113946,
            "acc_norm": 0.25396825396825395,
            "acc_norm_stderr": 0.022418042891113946
        },
        "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": 0.32,
            "acc_stderr": 0.04688261722621505,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.04688261722621505
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.26,
            "acc_stderr": 0.044084400227680794,
            "acc_norm": 0.26,
            "acc_norm_stderr": 0.044084400227680794
        },
        "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": 0.27607361963190186,
            "acc_stderr": 0.0351238528370505,
            "acc_norm": 0.27607361963190186,
            "acc_norm_stderr": 0.0351238528370505
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.2654320987654321,
            "acc_stderr": 0.02456922360046085,
            "acc_norm": 0.2654320987654321,
            "acc_norm_stderr": 0.02456922360046085
        },
        "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": 0.30569948186528495,
            "acc_stderr": 0.03324837939758159,
            "acc_norm": 0.30569948186528495,
            "acc_norm_stderr": 0.03324837939758159
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.2631578947368421,
            "acc_stderr": 0.0414243971948936,
            "acc_norm": 0.2631578947368421,
            "acc_norm_stderr": 0.0414243971948936
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.23302752293577983,
            "acc_stderr": 0.018125669180861514,
            "acc_norm": 0.23302752293577983,
            "acc_norm_stderr": 0.018125669180861514
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.16666666666666666,
            "acc_stderr": 0.03333333333333337,
            "acc_norm": 0.16666666666666666,
            "acc_norm_stderr": 0.03333333333333337
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.24183006535947713,
            "acc_stderr": 0.024518195641879334,
            "acc_norm": 0.24183006535947713,
            "acc_norm_stderr": 0.024518195641879334
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.25,
            "acc_stderr": 0.04351941398892446,
            "acc_norm": 0.25,
            "acc_norm_stderr": 0.04351941398892446
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.2975206611570248,
            "acc_stderr": 0.04173349148083497,
            "acc_norm": 0.2975206611570248,
            "acc_norm_stderr": 0.04173349148083497
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.23026315789473684,
            "acc_stderr": 0.034260594244031654,
            "acc_norm": 0.23026315789473684,
            "acc_norm_stderr": 0.034260594244031654
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.21895424836601307,
            "acc_stderr": 0.016729937565537537,
            "acc_norm": 0.21895424836601307,
            "acc_norm_stderr": 0.016729937565537537
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.24822695035460993,
            "acc_stderr": 0.025770015644290396,
            "acc_norm": 0.24822695035460993,
            "acc_norm_stderr": 0.025770015644290396
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.2857142857142857,
            "acc_stderr": 0.04287858751340456,
            "acc_norm": 0.2857142857142857,
            "acc_norm_stderr": 0.04287858751340456
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.4398148148148148,
            "acc_stderr": 0.033851779760448106,
            "acc_norm": 0.4398148148148148,
            "acc_norm_stderr": 0.033851779760448106
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.24581005586592178,
            "acc_stderr": 0.01440029642922561,
            "acc_norm": 0.24581005586592178,
            "acc_norm_stderr": 0.01440029642922561
        },
        "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": 0.3,
            "acc_stderr": 0.046056618647183814,
            "acc_norm": 0.3,
            "acc_norm_stderr": 0.046056618647183814
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.44485294117647056,
            "acc_stderr": 0.03018753206032938,
            "acc_norm": 0.44485294117647056,
            "acc_norm_stderr": 0.03018753206032938
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.23265306122448978,
            "acc_stderr": 0.02704925791589618,
            "acc_norm": 0.23265306122448978,
            "acc_norm_stderr": 0.02704925791589618
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.2320675105485232,
            "acc_stderr": 0.02747974455080851,
            "acc_norm": 0.2320675105485232,
            "acc_norm_stderr": 0.02747974455080851
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2301173402868318,
            "acc_stderr": 0.010750183177375553,
            "acc_norm": 0.2301173402868318,
            "acc_norm_stderr": 0.010750183177375553
        },
        "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": 0.22424242424242424,
            "acc_stderr": 0.03256866661681102,
            "acc_norm": 0.22424242424242424,
            "acc_norm_stderr": 0.03256866661681102
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.2741738066095471,
            "mc1_stderr": 0.015616518497219381,
            "mc2": 0.538620436654127,
            "mc2_stderr": 0.016366108934105512
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.09976525821596244,
            "acc_stderr": 0.010273129672385398,
            "acc_norm": 0.3380281690140845,
            "acc_norm_stderr": 0.016215540194273178
        }
    },
    "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": "FINDA-FIT/llama-ko-7b",
        "model_sha": "c1f0b9f20d38c9494e1607bd30ce43da570d9d52",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}