File size: 17,869 Bytes
336d138
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.32764505119453924,
            "acc_stderr": 0.013715847940719348,
            "acc_norm": 0.3822525597269625,
            "acc_norm_stderr": 0.014200454049979288
        },
        "harness|ko_hellaswag|10": {
            "acc": 0.36427006572395937,
            "acc_stderr": 0.004802413919932662,
            "acc_norm": 0.4647480581557459,
            "acc_norm_stderr": 0.00497736436479559
        },
        "harness|ko_mmlu_world_religions|5": {
            "acc": 0.42105263157894735,
            "acc_stderr": 0.037867207062342145,
            "acc_norm": 0.42105263157894735,
            "acc_norm_stderr": 0.037867207062342145
        },
        "harness|ko_mmlu_management|5": {
            "acc": 0.49514563106796117,
            "acc_stderr": 0.049505043821289195,
            "acc_norm": 0.49514563106796117,
            "acc_norm_stderr": 0.049505043821289195
        },
        "harness|ko_mmlu_miscellaneous|5": {
            "acc": 0.4648786717752235,
            "acc_stderr": 0.017835798806290642,
            "acc_norm": 0.4648786717752235,
            "acc_norm_stderr": 0.017835798806290642
        },
        "harness|ko_mmlu_anatomy|5": {
            "acc": 0.37037037037037035,
            "acc_stderr": 0.04171654161354543,
            "acc_norm": 0.37037037037037035,
            "acc_norm_stderr": 0.04171654161354543
        },
        "harness|ko_mmlu_abstract_algebra|5": {
            "acc": 0.36,
            "acc_stderr": 0.048241815132442176,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.048241815132442176
        },
        "harness|ko_mmlu_conceptual_physics|5": {
            "acc": 0.37446808510638296,
            "acc_stderr": 0.03163910665367291,
            "acc_norm": 0.37446808510638296,
            "acc_norm_stderr": 0.03163910665367291
        },
        "harness|ko_mmlu_virology|5": {
            "acc": 0.3795180722891566,
            "acc_stderr": 0.037777988227480165,
            "acc_norm": 0.3795180722891566,
            "acc_norm_stderr": 0.037777988227480165
        },
        "harness|ko_mmlu_philosophy|5": {
            "acc": 0.4565916398713826,
            "acc_stderr": 0.028290869054197598,
            "acc_norm": 0.4565916398713826,
            "acc_norm_stderr": 0.028290869054197598
        },
        "harness|ko_mmlu_human_aging|5": {
            "acc": 0.43946188340807174,
            "acc_stderr": 0.03331092511038179,
            "acc_norm": 0.43946188340807174,
            "acc_norm_stderr": 0.03331092511038179
        },
        "harness|ko_mmlu_human_sexuality|5": {
            "acc": 0.4351145038167939,
            "acc_stderr": 0.04348208051644858,
            "acc_norm": 0.4351145038167939,
            "acc_norm_stderr": 0.04348208051644858
        },
        "harness|ko_mmlu_medical_genetics|5": {
            "acc": 0.33,
            "acc_stderr": 0.04725815626252605,
            "acc_norm": 0.33,
            "acc_norm_stderr": 0.04725815626252605
        },
        "harness|ko_mmlu_high_school_geography|5": {
            "acc": 0.5,
            "acc_stderr": 0.035623524993954825,
            "acc_norm": 0.5,
            "acc_norm_stderr": 0.035623524993954825
        },
        "harness|ko_mmlu_electrical_engineering|5": {
            "acc": 0.4068965517241379,
            "acc_stderr": 0.04093793981266237,
            "acc_norm": 0.4068965517241379,
            "acc_norm_stderr": 0.04093793981266237
        },
        "harness|ko_mmlu_college_physics|5": {
            "acc": 0.22549019607843138,
            "acc_stderr": 0.04158307533083286,
            "acc_norm": 0.22549019607843138,
            "acc_norm_stderr": 0.04158307533083286
        },
        "harness|ko_mmlu_high_school_microeconomics|5": {
            "acc": 0.36554621848739494,
            "acc_stderr": 0.03128217706368461,
            "acc_norm": 0.36554621848739494,
            "acc_norm_stderr": 0.03128217706368461
        },
        "harness|ko_mmlu_high_school_macroeconomics|5": {
            "acc": 0.3974358974358974,
            "acc_stderr": 0.024811920017903836,
            "acc_norm": 0.3974358974358974,
            "acc_norm_stderr": 0.024811920017903836
        },
        "harness|ko_mmlu_computer_security|5": {
            "acc": 0.47,
            "acc_stderr": 0.050161355804659205,
            "acc_norm": 0.47,
            "acc_norm_stderr": 0.050161355804659205
        },
        "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": 0.5,
            "acc_stderr": 0.04833682445228318,
            "acc_norm": 0.5,
            "acc_norm_stderr": 0.04833682445228318
        },
        "harness|ko_mmlu_high_school_chemistry|5": {
            "acc": 0.39408866995073893,
            "acc_stderr": 0.034381579670365446,
            "acc_norm": 0.39408866995073893,
            "acc_norm_stderr": 0.034381579670365446
        },
        "harness|ko_mmlu_high_school_biology|5": {
            "acc": 0.4483870967741935,
            "acc_stderr": 0.028292056830112735,
            "acc_norm": 0.4483870967741935,
            "acc_norm_stderr": 0.028292056830112735
        },
        "harness|ko_mmlu_marketing|5": {
            "acc": 0.5982905982905983,
            "acc_stderr": 0.03211693751051621,
            "acc_norm": 0.5982905982905983,
            "acc_norm_stderr": 0.03211693751051621
        },
        "harness|ko_mmlu_clinical_knowledge|5": {
            "acc": 0.39245283018867927,
            "acc_stderr": 0.030052580579557835,
            "acc_norm": 0.39245283018867927,
            "acc_norm_stderr": 0.030052580579557835
        },
        "harness|ko_mmlu_public_relations|5": {
            "acc": 0.4818181818181818,
            "acc_stderr": 0.04785964010794916,
            "acc_norm": 0.4818181818181818,
            "acc_norm_stderr": 0.04785964010794916
        },
        "harness|ko_mmlu_high_school_mathematics|5": {
            "acc": 0.25555555555555554,
            "acc_stderr": 0.02659393910184407,
            "acc_norm": 0.25555555555555554,
            "acc_norm_stderr": 0.02659393910184407
        },
        "harness|ko_mmlu_high_school_physics|5": {
            "acc": 0.2582781456953642,
            "acc_stderr": 0.035737053147634576,
            "acc_norm": 0.2582781456953642,
            "acc_norm_stderr": 0.035737053147634576
        },
        "harness|ko_mmlu_sociology|5": {
            "acc": 0.5174129353233831,
            "acc_stderr": 0.035333892347392454,
            "acc_norm": 0.5174129353233831,
            "acc_norm_stderr": 0.035333892347392454
        },
        "harness|ko_mmlu_college_medicine|5": {
            "acc": 0.3352601156069364,
            "acc_stderr": 0.035995863012470784,
            "acc_norm": 0.3352601156069364,
            "acc_norm_stderr": 0.035995863012470784
        },
        "harness|ko_mmlu_elementary_mathematics|5": {
            "acc": 0.2804232804232804,
            "acc_stderr": 0.023135287974325628,
            "acc_norm": 0.2804232804232804,
            "acc_norm_stderr": 0.023135287974325628
        },
        "harness|ko_mmlu_college_biology|5": {
            "acc": 0.3333333333333333,
            "acc_stderr": 0.039420826399272135,
            "acc_norm": 0.3333333333333333,
            "acc_norm_stderr": 0.039420826399272135
        },
        "harness|ko_mmlu_college_chemistry|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_us_foreign_policy|5": {
            "acc": 0.53,
            "acc_stderr": 0.050161355804659205,
            "acc_norm": 0.53,
            "acc_norm_stderr": 0.050161355804659205
        },
        "harness|ko_mmlu_moral_disputes|5": {
            "acc": 0.43352601156069365,
            "acc_stderr": 0.026680134761679214,
            "acc_norm": 0.43352601156069365,
            "acc_norm_stderr": 0.026680134761679214
        },
        "harness|ko_mmlu_logical_fallacies|5": {
            "acc": 0.4110429447852761,
            "acc_stderr": 0.038656978537853624,
            "acc_norm": 0.4110429447852761,
            "acc_norm_stderr": 0.038656978537853624
        },
        "harness|ko_mmlu_prehistory|5": {
            "acc": 0.3950617283950617,
            "acc_stderr": 0.027201117666925657,
            "acc_norm": 0.3950617283950617,
            "acc_norm_stderr": 0.027201117666925657
        },
        "harness|ko_mmlu_college_mathematics|5": {
            "acc": 0.28,
            "acc_stderr": 0.04512608598542129,
            "acc_norm": 0.28,
            "acc_norm_stderr": 0.04512608598542129
        },
        "harness|ko_mmlu_high_school_government_and_politics|5": {
            "acc": 0.41450777202072536,
            "acc_stderr": 0.03555300319557673,
            "acc_norm": 0.41450777202072536,
            "acc_norm_stderr": 0.03555300319557673
        },
        "harness|ko_mmlu_econometrics|5": {
            "acc": 0.30701754385964913,
            "acc_stderr": 0.04339138322579858,
            "acc_norm": 0.30701754385964913,
            "acc_norm_stderr": 0.04339138322579858
        },
        "harness|ko_mmlu_high_school_psychology|5": {
            "acc": 0.42385321100917434,
            "acc_stderr": 0.021187263209087526,
            "acc_norm": 0.42385321100917434,
            "acc_norm_stderr": 0.021187263209087526
        },
        "harness|ko_mmlu_formal_logic|5": {
            "acc": 0.2698412698412698,
            "acc_stderr": 0.03970158273235172,
            "acc_norm": 0.2698412698412698,
            "acc_norm_stderr": 0.03970158273235172
        },
        "harness|ko_mmlu_nutrition|5": {
            "acc": 0.43137254901960786,
            "acc_stderr": 0.028358956313423545,
            "acc_norm": 0.43137254901960786,
            "acc_norm_stderr": 0.028358956313423545
        },
        "harness|ko_mmlu_business_ethics|5": {
            "acc": 0.36,
            "acc_stderr": 0.04824181513244218,
            "acc_norm": 0.36,
            "acc_norm_stderr": 0.04824181513244218
        },
        "harness|ko_mmlu_international_law|5": {
            "acc": 0.628099173553719,
            "acc_stderr": 0.04412015806624504,
            "acc_norm": 0.628099173553719,
            "acc_norm_stderr": 0.04412015806624504
        },
        "harness|ko_mmlu_astronomy|5": {
            "acc": 0.45394736842105265,
            "acc_stderr": 0.04051646342874142,
            "acc_norm": 0.45394736842105265,
            "acc_norm_stderr": 0.04051646342874142
        },
        "harness|ko_mmlu_professional_psychology|5": {
            "acc": 0.3415032679738562,
            "acc_stderr": 0.019184639328092487,
            "acc_norm": 0.3415032679738562,
            "acc_norm_stderr": 0.019184639328092487
        },
        "harness|ko_mmlu_professional_accounting|5": {
            "acc": 0.2907801418439716,
            "acc_stderr": 0.027090664368353178,
            "acc_norm": 0.2907801418439716,
            "acc_norm_stderr": 0.027090664368353178
        },
        "harness|ko_mmlu_machine_learning|5": {
            "acc": 0.22321428571428573,
            "acc_stderr": 0.039523019677025116,
            "acc_norm": 0.22321428571428573,
            "acc_norm_stderr": 0.039523019677025116
        },
        "harness|ko_mmlu_high_school_statistics|5": {
            "acc": 0.25925925925925924,
            "acc_stderr": 0.02988691054762697,
            "acc_norm": 0.25925925925925924,
            "acc_norm_stderr": 0.02988691054762697
        },
        "harness|ko_mmlu_moral_scenarios|5": {
            "acc": 0.2424581005586592,
            "acc_stderr": 0.01433352205921789,
            "acc_norm": 0.2424581005586592,
            "acc_norm_stderr": 0.01433352205921789
        },
        "harness|ko_mmlu_college_computer_science|5": {
            "acc": 0.35,
            "acc_stderr": 0.0479372485441102,
            "acc_norm": 0.35,
            "acc_norm_stderr": 0.0479372485441102
        },
        "harness|ko_mmlu_high_school_computer_science|5": {
            "acc": 0.32,
            "acc_stderr": 0.046882617226215034,
            "acc_norm": 0.32,
            "acc_norm_stderr": 0.046882617226215034
        },
        "harness|ko_mmlu_professional_medicine|5": {
            "acc": 0.34558823529411764,
            "acc_stderr": 0.02888819310398866,
            "acc_norm": 0.34558823529411764,
            "acc_norm_stderr": 0.02888819310398866
        },
        "harness|ko_mmlu_security_studies|5": {
            "acc": 0.363265306122449,
            "acc_stderr": 0.030789051139030802,
            "acc_norm": 0.363265306122449,
            "acc_norm_stderr": 0.030789051139030802
        },
        "harness|ko_mmlu_high_school_world_history|5": {
            "acc": 0.45147679324894513,
            "acc_stderr": 0.032393600173974704,
            "acc_norm": 0.45147679324894513,
            "acc_norm_stderr": 0.032393600173974704
        },
        "harness|ko_mmlu_professional_law|5": {
            "acc": 0.2940026075619296,
            "acc_stderr": 0.011636062953698609,
            "acc_norm": 0.2940026075619296,
            "acc_norm_stderr": 0.011636062953698609
        },
        "harness|ko_mmlu_high_school_us_history|5": {
            "acc": 0.3872549019607843,
            "acc_stderr": 0.03418931233833343,
            "acc_norm": 0.3872549019607843,
            "acc_norm_stderr": 0.03418931233833343
        },
        "harness|ko_mmlu_high_school_european_history|5": {
            "acc": 0.41818181818181815,
            "acc_stderr": 0.03851716319398395,
            "acc_norm": 0.41818181818181815,
            "acc_norm_stderr": 0.03851716319398395
        },
        "harness|ko_truthfulqa_mc|0": {
            "mc1": 0.24479804161566707,
            "mc1_stderr": 0.015051869486715004,
            "mc2": 0.41094521391654454,
            "mc2_stderr": 0.015180355971022358
        },
        "harness|ko_commongen_v2|2": {
            "acc": 0.42857142857142855,
            "acc_stderr": 0.01701403811929748,
            "acc_norm": 0.5041322314049587,
            "acc_norm_stderr": 0.017189767032130817
        }
    },
    "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": "Ja3ck/llama-2-13b-DPO-Y24-v2",
        "model_sha": "2b9ef358d9d1cfdb22de7d0d865782bfd45f8ab9",
        "model_dtype": "torch.float16",
        "lighteval_sha": "",
        "num_few_shot_default": 0,
        "num_fewshot_seeds": 1,
        "override_batch_size": 1,
        "max_samples": null
    }
}