File size: 14,234 Bytes
2427ee5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "results": {
    "hendrycksTest-abstract_algebra": {
      "acc": 0.29,
      "acc_stderr": 0.045604802157206845,
      "acc_norm": 0.29,
      "acc_norm_stderr": 0.045604802157206845
    },
    "hendrycksTest-anatomy": {
      "acc": 0.26666666666666666,
      "acc_stderr": 0.038201699145179055,
      "acc_norm": 0.26666666666666666,
      "acc_norm_stderr": 0.038201699145179055
    },
    "hendrycksTest-astronomy": {
      "acc": 0.27631578947368424,
      "acc_stderr": 0.03639057569952924,
      "acc_norm": 0.27631578947368424,
      "acc_norm_stderr": 0.03639057569952924
    },
    "hendrycksTest-business_ethics": {
      "acc": 0.32,
      "acc_stderr": 0.046882617226215034,
      "acc_norm": 0.32,
      "acc_norm_stderr": 0.046882617226215034
    },
    "hendrycksTest-clinical_knowledge": {
      "acc": 0.26037735849056604,
      "acc_stderr": 0.027008766090708104,
      "acc_norm": 0.26037735849056604,
      "acc_norm_stderr": 0.027008766090708104
    },
    "hendrycksTest-college_biology": {
      "acc": 0.2986111111111111,
      "acc_stderr": 0.03827052357950756,
      "acc_norm": 0.2986111111111111,
      "acc_norm_stderr": 0.03827052357950756
    },
    "hendrycksTest-college_chemistry": {
      "acc": 0.22,
      "acc_stderr": 0.0416333199893227,
      "acc_norm": 0.22,
      "acc_norm_stderr": 0.0416333199893227
    },
    "hendrycksTest-college_computer_science": {
      "acc": 0.38,
      "acc_stderr": 0.04878317312145631,
      "acc_norm": 0.38,
      "acc_norm_stderr": 0.04878317312145631
    },
    "hendrycksTest-college_mathematics": {
      "acc": 0.26,
      "acc_stderr": 0.04408440022768078,
      "acc_norm": 0.26,
      "acc_norm_stderr": 0.04408440022768078
    },
    "hendrycksTest-college_medicine": {
      "acc": 0.2774566473988439,
      "acc_stderr": 0.03414014007044036,
      "acc_norm": 0.2774566473988439,
      "acc_norm_stderr": 0.03414014007044036
    },
    "hendrycksTest-college_physics": {
      "acc": 0.19607843137254902,
      "acc_stderr": 0.03950581861179963,
      "acc_norm": 0.19607843137254902,
      "acc_norm_stderr": 0.03950581861179963
    },
    "hendrycksTest-computer_security": {
      "acc": 0.38,
      "acc_stderr": 0.04878317312145633,
      "acc_norm": 0.38,
      "acc_norm_stderr": 0.04878317312145633
    },
    "hendrycksTest-conceptual_physics": {
      "acc": 0.23829787234042554,
      "acc_stderr": 0.027851252973889778,
      "acc_norm": 0.23829787234042554,
      "acc_norm_stderr": 0.027851252973889778
    },
    "hendrycksTest-econometrics": {
      "acc": 0.2807017543859649,
      "acc_stderr": 0.042270544512322,
      "acc_norm": 0.2807017543859649,
      "acc_norm_stderr": 0.042270544512322
    },
    "hendrycksTest-electrical_engineering": {
      "acc": 0.3103448275862069,
      "acc_stderr": 0.03855289616378948,
      "acc_norm": 0.3103448275862069,
      "acc_norm_stderr": 0.03855289616378948
    },
    "hendrycksTest-elementary_mathematics": {
      "acc": 0.2619047619047619,
      "acc_stderr": 0.022644212615525214,
      "acc_norm": 0.2619047619047619,
      "acc_norm_stderr": 0.022644212615525214
    },
    "hendrycksTest-formal_logic": {
      "acc": 0.29365079365079366,
      "acc_stderr": 0.040735243221471276,
      "acc_norm": 0.29365079365079366,
      "acc_norm_stderr": 0.040735243221471276
    },
    "hendrycksTest-global_facts": {
      "acc": 0.33,
      "acc_stderr": 0.047258156262526045,
      "acc_norm": 0.33,
      "acc_norm_stderr": 0.047258156262526045
    },
    "hendrycksTest-high_school_biology": {
      "acc": 0.24193548387096775,
      "acc_stderr": 0.024362599693031086,
      "acc_norm": 0.24193548387096775,
      "acc_norm_stderr": 0.024362599693031086
    },
    "hendrycksTest-high_school_chemistry": {
      "acc": 0.15763546798029557,
      "acc_stderr": 0.025639014131172404,
      "acc_norm": 0.15763546798029557,
      "acc_norm_stderr": 0.025639014131172404
    },
    "hendrycksTest-high_school_computer_science": {
      "acc": 0.28,
      "acc_stderr": 0.045126085985421276,
      "acc_norm": 0.28,
      "acc_norm_stderr": 0.045126085985421276
    },
    "hendrycksTest-high_school_european_history": {
      "acc": 0.2909090909090909,
      "acc_stderr": 0.03546563019624335,
      "acc_norm": 0.2909090909090909,
      "acc_norm_stderr": 0.03546563019624335
    },
    "hendrycksTest-high_school_geography": {
      "acc": 0.2222222222222222,
      "acc_stderr": 0.02962022787479047,
      "acc_norm": 0.2222222222222222,
      "acc_norm_stderr": 0.02962022787479047
    },
    "hendrycksTest-high_school_government_and_politics": {
      "acc": 0.21243523316062177,
      "acc_stderr": 0.029519282616817234,
      "acc_norm": 0.21243523316062177,
      "acc_norm_stderr": 0.029519282616817234
    },
    "hendrycksTest-high_school_macroeconomics": {
      "acc": 0.24358974358974358,
      "acc_stderr": 0.02176373368417393,
      "acc_norm": 0.24358974358974358,
      "acc_norm_stderr": 0.02176373368417393
    },
    "hendrycksTest-high_school_mathematics": {
      "acc": 0.25555555555555554,
      "acc_stderr": 0.02659393910184407,
      "acc_norm": 0.25555555555555554,
      "acc_norm_stderr": 0.02659393910184407
    },
    "hendrycksTest-high_school_microeconomics": {
      "acc": 0.226890756302521,
      "acc_stderr": 0.027205371538279496,
      "acc_norm": 0.226890756302521,
      "acc_norm_stderr": 0.027205371538279496
    },
    "hendrycksTest-high_school_physics": {
      "acc": 0.2913907284768212,
      "acc_stderr": 0.037101857261199946,
      "acc_norm": 0.2913907284768212,
      "acc_norm_stderr": 0.037101857261199946
    },
    "hendrycksTest-high_school_psychology": {
      "acc": 0.22201834862385322,
      "acc_stderr": 0.01781884956479661,
      "acc_norm": 0.22201834862385322,
      "acc_norm_stderr": 0.01781884956479661
    },
    "hendrycksTest-high_school_statistics": {
      "acc": 0.2638888888888889,
      "acc_stderr": 0.030058202704309846,
      "acc_norm": 0.2638888888888889,
      "acc_norm_stderr": 0.030058202704309846
    },
    "hendrycksTest-high_school_us_history": {
      "acc": 0.29901960784313725,
      "acc_stderr": 0.03213325717373616,
      "acc_norm": 0.29901960784313725,
      "acc_norm_stderr": 0.03213325717373616
    },
    "hendrycksTest-high_school_world_history": {
      "acc": 0.29535864978902954,
      "acc_stderr": 0.029696338713422886,
      "acc_norm": 0.29535864978902954,
      "acc_norm_stderr": 0.029696338713422886
    },
    "hendrycksTest-human_aging": {
      "acc": 0.27802690582959644,
      "acc_stderr": 0.030069584874494033,
      "acc_norm": 0.27802690582959644,
      "acc_norm_stderr": 0.030069584874494033
    },
    "hendrycksTest-human_sexuality": {
      "acc": 0.29770992366412213,
      "acc_stderr": 0.04010358942462203,
      "acc_norm": 0.29770992366412213,
      "acc_norm_stderr": 0.04010358942462203
    },
    "hendrycksTest-international_law": {
      "acc": 0.2892561983471074,
      "acc_stderr": 0.04139112727635464,
      "acc_norm": 0.2892561983471074,
      "acc_norm_stderr": 0.04139112727635464
    },
    "hendrycksTest-jurisprudence": {
      "acc": 0.28703703703703703,
      "acc_stderr": 0.043733130409147614,
      "acc_norm": 0.28703703703703703,
      "acc_norm_stderr": 0.043733130409147614
    },
    "hendrycksTest-logical_fallacies": {
      "acc": 0.22699386503067484,
      "acc_stderr": 0.032910995786157686,
      "acc_norm": 0.22699386503067484,
      "acc_norm_stderr": 0.032910995786157686
    },
    "hendrycksTest-machine_learning": {
      "acc": 0.2767857142857143,
      "acc_stderr": 0.04246624336697625,
      "acc_norm": 0.2767857142857143,
      "acc_norm_stderr": 0.04246624336697625
    },
    "hendrycksTest-management": {
      "acc": 0.18446601941747573,
      "acc_stderr": 0.03840423627288276,
      "acc_norm": 0.18446601941747573,
      "acc_norm_stderr": 0.03840423627288276
    },
    "hendrycksTest-marketing": {
      "acc": 0.2948717948717949,
      "acc_stderr": 0.029872577708891148,
      "acc_norm": 0.2948717948717949,
      "acc_norm_stderr": 0.029872577708891148
    },
    "hendrycksTest-medical_genetics": {
      "acc": 0.37,
      "acc_stderr": 0.04852365870939099,
      "acc_norm": 0.37,
      "acc_norm_stderr": 0.04852365870939099
    },
    "hendrycksTest-miscellaneous": {
      "acc": 0.30779054916985954,
      "acc_stderr": 0.016506045045155637,
      "acc_norm": 0.30779054916985954,
      "acc_norm_stderr": 0.016506045045155637
    },
    "hendrycksTest-moral_disputes": {
      "acc": 0.30346820809248554,
      "acc_stderr": 0.024752411960917202,
      "acc_norm": 0.30346820809248554,
      "acc_norm_stderr": 0.024752411960917202
    },
    "hendrycksTest-moral_scenarios": {
      "acc": 0.24916201117318434,
      "acc_stderr": 0.014465893829859923,
      "acc_norm": 0.24916201117318434,
      "acc_norm_stderr": 0.014465893829859923
    },
    "hendrycksTest-nutrition": {
      "acc": 0.2549019607843137,
      "acc_stderr": 0.02495418432487991,
      "acc_norm": 0.2549019607843137,
      "acc_norm_stderr": 0.02495418432487991
    },
    "hendrycksTest-philosophy": {
      "acc": 0.34726688102893893,
      "acc_stderr": 0.027040745502307336,
      "acc_norm": 0.34726688102893893,
      "acc_norm_stderr": 0.027040745502307336
    },
    "hendrycksTest-prehistory": {
      "acc": 0.29012345679012347,
      "acc_stderr": 0.025251173936495012,
      "acc_norm": 0.29012345679012347,
      "acc_norm_stderr": 0.025251173936495012
    },
    "hendrycksTest-professional_accounting": {
      "acc": 0.30141843971631205,
      "acc_stderr": 0.02737412888263115,
      "acc_norm": 0.30141843971631205,
      "acc_norm_stderr": 0.02737412888263115
    },
    "hendrycksTest-professional_law": {
      "acc": 0.2816166883963494,
      "acc_stderr": 0.011487783272786696,
      "acc_norm": 0.2816166883963494,
      "acc_norm_stderr": 0.011487783272786696
    },
    "hendrycksTest-professional_medicine": {
      "acc": 0.1948529411764706,
      "acc_stderr": 0.024060599423487428,
      "acc_norm": 0.1948529411764706,
      "acc_norm_stderr": 0.024060599423487428
    },
    "hendrycksTest-professional_psychology": {
      "acc": 0.30718954248366015,
      "acc_stderr": 0.018663359671463653,
      "acc_norm": 0.30718954248366015,
      "acc_norm_stderr": 0.018663359671463653
    },
    "hendrycksTest-public_relations": {
      "acc": 0.2727272727272727,
      "acc_stderr": 0.04265792110940588,
      "acc_norm": 0.2727272727272727,
      "acc_norm_stderr": 0.04265792110940588
    },
    "hendrycksTest-security_studies": {
      "acc": 0.2,
      "acc_stderr": 0.025607375986579153,
      "acc_norm": 0.2,
      "acc_norm_stderr": 0.025607375986579153
    },
    "hendrycksTest-sociology": {
      "acc": 0.24875621890547264,
      "acc_stderr": 0.030567675938916707,
      "acc_norm": 0.24875621890547264,
      "acc_norm_stderr": 0.030567675938916707
    },
    "hendrycksTest-us_foreign_policy": {
      "acc": 0.32,
      "acc_stderr": 0.04688261722621504,
      "acc_norm": 0.32,
      "acc_norm_stderr": 0.04688261722621504
    },
    "hendrycksTest-virology": {
      "acc": 0.2710843373493976,
      "acc_stderr": 0.03460579907553027,
      "acc_norm": 0.2710843373493976,
      "acc_norm_stderr": 0.03460579907553027
    },
    "hendrycksTest-world_religions": {
      "acc": 0.3742690058479532,
      "acc_stderr": 0.03711601185389481,
      "acc_norm": 0.3742690058479532,
      "acc_norm_stderr": 0.03711601185389481
    }
  },
  "versions": {
    "hendrycksTest-abstract_algebra": 1,
    "hendrycksTest-anatomy": 1,
    "hendrycksTest-astronomy": 1,
    "hendrycksTest-business_ethics": 1,
    "hendrycksTest-clinical_knowledge": 1,
    "hendrycksTest-college_biology": 1,
    "hendrycksTest-college_chemistry": 1,
    "hendrycksTest-college_computer_science": 1,
    "hendrycksTest-college_mathematics": 1,
    "hendrycksTest-college_medicine": 1,
    "hendrycksTest-college_physics": 1,
    "hendrycksTest-computer_security": 1,
    "hendrycksTest-conceptual_physics": 1,
    "hendrycksTest-econometrics": 1,
    "hendrycksTest-electrical_engineering": 1,
    "hendrycksTest-elementary_mathematics": 1,
    "hendrycksTest-formal_logic": 1,
    "hendrycksTest-global_facts": 1,
    "hendrycksTest-high_school_biology": 1,
    "hendrycksTest-high_school_chemistry": 1,
    "hendrycksTest-high_school_computer_science": 1,
    "hendrycksTest-high_school_european_history": 1,
    "hendrycksTest-high_school_geography": 1,
    "hendrycksTest-high_school_government_and_politics": 1,
    "hendrycksTest-high_school_macroeconomics": 1,
    "hendrycksTest-high_school_mathematics": 1,
    "hendrycksTest-high_school_microeconomics": 1,
    "hendrycksTest-high_school_physics": 1,
    "hendrycksTest-high_school_psychology": 1,
    "hendrycksTest-high_school_statistics": 1,
    "hendrycksTest-high_school_us_history": 1,
    "hendrycksTest-high_school_world_history": 1,
    "hendrycksTest-human_aging": 1,
    "hendrycksTest-human_sexuality": 1,
    "hendrycksTest-international_law": 1,
    "hendrycksTest-jurisprudence": 1,
    "hendrycksTest-logical_fallacies": 1,
    "hendrycksTest-machine_learning": 1,
    "hendrycksTest-management": 1,
    "hendrycksTest-marketing": 1,
    "hendrycksTest-medical_genetics": 1,
    "hendrycksTest-miscellaneous": 1,
    "hendrycksTest-moral_disputes": 1,
    "hendrycksTest-moral_scenarios": 1,
    "hendrycksTest-nutrition": 1,
    "hendrycksTest-philosophy": 1,
    "hendrycksTest-prehistory": 1,
    "hendrycksTest-professional_accounting": 1,
    "hendrycksTest-professional_law": 1,
    "hendrycksTest-professional_medicine": 1,
    "hendrycksTest-professional_psychology": 1,
    "hendrycksTest-public_relations": 1,
    "hendrycksTest-security_studies": 1,
    "hendrycksTest-sociology": 1,
    "hendrycksTest-us_foreign_policy": 1,
    "hendrycksTest-virology": 1,
    "hendrycksTest-world_religions": 1
  },
  "config": {
    "model": "hf-causal",
    "model_args": "pretrained=./workdir_7b_16mix/ckpt_359",
    "num_fewshot": 5,
    "batch_size": "1",
    "batch_sizes": [],
    "device": null,
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}