File size: 14,224 Bytes
abfe93f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.04560480215720683,
      "acc_norm": 0.29,
      "acc_norm_stderr": 0.04560480215720683
    },
    "hendrycksTest-anatomy": {
      "acc": 0.34074074074074073,
      "acc_stderr": 0.04094376269996793,
      "acc_norm": 0.34074074074074073,
      "acc_norm_stderr": 0.04094376269996793
    },
    "hendrycksTest-astronomy": {
      "acc": 0.2565789473684211,
      "acc_stderr": 0.035541803680256896,
      "acc_norm": 0.2565789473684211,
      "acc_norm_stderr": 0.035541803680256896
    },
    "hendrycksTest-business_ethics": {
      "acc": 0.37,
      "acc_stderr": 0.048523658709391,
      "acc_norm": 0.37,
      "acc_norm_stderr": 0.048523658709391
    },
    "hendrycksTest-clinical_knowledge": {
      "acc": 0.30943396226415093,
      "acc_stderr": 0.028450154794118627,
      "acc_norm": 0.30943396226415093,
      "acc_norm_stderr": 0.028450154794118627
    },
    "hendrycksTest-college_biology": {
      "acc": 0.3055555555555556,
      "acc_stderr": 0.03852084696008534,
      "acc_norm": 0.3055555555555556,
      "acc_norm_stderr": 0.03852084696008534
    },
    "hendrycksTest-college_chemistry": {
      "acc": 0.26,
      "acc_stderr": 0.04408440022768079,
      "acc_norm": 0.26,
      "acc_norm_stderr": 0.04408440022768079
    },
    "hendrycksTest-college_computer_science": {
      "acc": 0.37,
      "acc_stderr": 0.04852365870939099,
      "acc_norm": 0.37,
      "acc_norm_stderr": 0.04852365870939099
    },
    "hendrycksTest-college_mathematics": {
      "acc": 0.3,
      "acc_stderr": 0.046056618647183814,
      "acc_norm": 0.3,
      "acc_norm_stderr": 0.046056618647183814
    },
    "hendrycksTest-college_medicine": {
      "acc": 0.2658959537572254,
      "acc_stderr": 0.03368762932259431,
      "acc_norm": 0.2658959537572254,
      "acc_norm_stderr": 0.03368762932259431
    },
    "hendrycksTest-college_physics": {
      "acc": 0.22549019607843138,
      "acc_stderr": 0.041583075330832865,
      "acc_norm": 0.22549019607843138,
      "acc_norm_stderr": 0.041583075330832865
    },
    "hendrycksTest-computer_security": {
      "acc": 0.4,
      "acc_stderr": 0.049236596391733084,
      "acc_norm": 0.4,
      "acc_norm_stderr": 0.049236596391733084
    },
    "hendrycksTest-conceptual_physics": {
      "acc": 0.3021276595744681,
      "acc_stderr": 0.030017554471880554,
      "acc_norm": 0.3021276595744681,
      "acc_norm_stderr": 0.030017554471880554
    },
    "hendrycksTest-econometrics": {
      "acc": 0.2894736842105263,
      "acc_stderr": 0.04266339443159394,
      "acc_norm": 0.2894736842105263,
      "acc_norm_stderr": 0.04266339443159394
    },
    "hendrycksTest-electrical_engineering": {
      "acc": 0.2896551724137931,
      "acc_stderr": 0.037800192304380135,
      "acc_norm": 0.2896551724137931,
      "acc_norm_stderr": 0.037800192304380135
    },
    "hendrycksTest-elementary_mathematics": {
      "acc": 0.2777777777777778,
      "acc_stderr": 0.02306818884826111,
      "acc_norm": 0.2777777777777778,
      "acc_norm_stderr": 0.02306818884826111
    },
    "hendrycksTest-formal_logic": {
      "acc": 0.31746031746031744,
      "acc_stderr": 0.04163453031302859,
      "acc_norm": 0.31746031746031744,
      "acc_norm_stderr": 0.04163453031302859
    },
    "hendrycksTest-global_facts": {
      "acc": 0.32,
      "acc_stderr": 0.046882617226215034,
      "acc_norm": 0.32,
      "acc_norm_stderr": 0.046882617226215034
    },
    "hendrycksTest-high_school_biology": {
      "acc": 0.27741935483870966,
      "acc_stderr": 0.025470196835900055,
      "acc_norm": 0.27741935483870966,
      "acc_norm_stderr": 0.025470196835900055
    },
    "hendrycksTest-high_school_chemistry": {
      "acc": 0.2660098522167488,
      "acc_stderr": 0.031089826002937523,
      "acc_norm": 0.2660098522167488,
      "acc_norm_stderr": 0.031089826002937523
    },
    "hendrycksTest-high_school_computer_science": {
      "acc": 0.31,
      "acc_stderr": 0.04648231987117316,
      "acc_norm": 0.31,
      "acc_norm_stderr": 0.04648231987117316
    },
    "hendrycksTest-high_school_european_history": {
      "acc": 0.3151515151515151,
      "acc_stderr": 0.0362773057502241,
      "acc_norm": 0.3151515151515151,
      "acc_norm_stderr": 0.0362773057502241
    },
    "hendrycksTest-high_school_geography": {
      "acc": 0.2676767676767677,
      "acc_stderr": 0.03154449888270286,
      "acc_norm": 0.2676767676767677,
      "acc_norm_stderr": 0.03154449888270286
    },
    "hendrycksTest-high_school_government_and_politics": {
      "acc": 0.23834196891191708,
      "acc_stderr": 0.030748905363909892,
      "acc_norm": 0.23834196891191708,
      "acc_norm_stderr": 0.030748905363909892
    },
    "hendrycksTest-high_school_macroeconomics": {
      "acc": 0.24358974358974358,
      "acc_stderr": 0.021763733684173926,
      "acc_norm": 0.24358974358974358,
      "acc_norm_stderr": 0.021763733684173926
    },
    "hendrycksTest-high_school_mathematics": {
      "acc": 0.23703703703703705,
      "acc_stderr": 0.0259288761327661,
      "acc_norm": 0.23703703703703705,
      "acc_norm_stderr": 0.0259288761327661
    },
    "hendrycksTest-high_school_microeconomics": {
      "acc": 0.2605042016806723,
      "acc_stderr": 0.02851025151234192,
      "acc_norm": 0.2605042016806723,
      "acc_norm_stderr": 0.02851025151234192
    },
    "hendrycksTest-high_school_physics": {
      "acc": 0.2980132450331126,
      "acc_stderr": 0.037345356767871984,
      "acc_norm": 0.2980132450331126,
      "acc_norm_stderr": 0.037345356767871984
    },
    "hendrycksTest-high_school_psychology": {
      "acc": 0.3192660550458716,
      "acc_stderr": 0.01998782906975001,
      "acc_norm": 0.3192660550458716,
      "acc_norm_stderr": 0.01998782906975001
    },
    "hendrycksTest-high_school_statistics": {
      "acc": 0.28703703703703703,
      "acc_stderr": 0.030851992993257013,
      "acc_norm": 0.28703703703703703,
      "acc_norm_stderr": 0.030851992993257013
    },
    "hendrycksTest-high_school_us_history": {
      "acc": 0.28921568627450983,
      "acc_stderr": 0.03182231867647554,
      "acc_norm": 0.28921568627450983,
      "acc_norm_stderr": 0.03182231867647554
    },
    "hendrycksTest-high_school_world_history": {
      "acc": 0.2911392405063291,
      "acc_stderr": 0.029571601065753374,
      "acc_norm": 0.2911392405063291,
      "acc_norm_stderr": 0.029571601065753374
    },
    "hendrycksTest-human_aging": {
      "acc": 0.30493273542600896,
      "acc_stderr": 0.030898610882477515,
      "acc_norm": 0.30493273542600896,
      "acc_norm_stderr": 0.030898610882477515
    },
    "hendrycksTest-human_sexuality": {
      "acc": 0.29770992366412213,
      "acc_stderr": 0.04010358942462202,
      "acc_norm": 0.29770992366412213,
      "acc_norm_stderr": 0.04010358942462202
    },
    "hendrycksTest-international_law": {
      "acc": 0.34710743801652894,
      "acc_stderr": 0.04345724570292534,
      "acc_norm": 0.34710743801652894,
      "acc_norm_stderr": 0.04345724570292534
    },
    "hendrycksTest-jurisprudence": {
      "acc": 0.3333333333333333,
      "acc_stderr": 0.04557239513497751,
      "acc_norm": 0.3333333333333333,
      "acc_norm_stderr": 0.04557239513497751
    },
    "hendrycksTest-logical_fallacies": {
      "acc": 0.22699386503067484,
      "acc_stderr": 0.03291099578615769,
      "acc_norm": 0.22699386503067484,
      "acc_norm_stderr": 0.03291099578615769
    },
    "hendrycksTest-machine_learning": {
      "acc": 0.2767857142857143,
      "acc_stderr": 0.042466243366976256,
      "acc_norm": 0.2767857142857143,
      "acc_norm_stderr": 0.042466243366976256
    },
    "hendrycksTest-management": {
      "acc": 0.2524271844660194,
      "acc_stderr": 0.04301250399690875,
      "acc_norm": 0.2524271844660194,
      "acc_norm_stderr": 0.04301250399690875
    },
    "hendrycksTest-marketing": {
      "acc": 0.3333333333333333,
      "acc_stderr": 0.030882736974138642,
      "acc_norm": 0.3333333333333333,
      "acc_norm_stderr": 0.030882736974138642
    },
    "hendrycksTest-medical_genetics": {
      "acc": 0.29,
      "acc_stderr": 0.04560480215720683,
      "acc_norm": 0.29,
      "acc_norm_stderr": 0.04560480215720683
    },
    "hendrycksTest-miscellaneous": {
      "acc": 0.3128991060025543,
      "acc_stderr": 0.01658093594030407,
      "acc_norm": 0.3128991060025543,
      "acc_norm_stderr": 0.01658093594030407
    },
    "hendrycksTest-moral_disputes": {
      "acc": 0.3265895953757225,
      "acc_stderr": 0.025248264774242832,
      "acc_norm": 0.3265895953757225,
      "acc_norm_stderr": 0.025248264774242832
    },
    "hendrycksTest-moral_scenarios": {
      "acc": 0.2424581005586592,
      "acc_stderr": 0.014333522059217889,
      "acc_norm": 0.2424581005586592,
      "acc_norm_stderr": 0.014333522059217889
    },
    "hendrycksTest-nutrition": {
      "acc": 0.3137254901960784,
      "acc_stderr": 0.026568921015457155,
      "acc_norm": 0.3137254901960784,
      "acc_norm_stderr": 0.026568921015457155
    },
    "hendrycksTest-philosophy": {
      "acc": 0.31189710610932475,
      "acc_stderr": 0.02631185807185416,
      "acc_norm": 0.31189710610932475,
      "acc_norm_stderr": 0.02631185807185416
    },
    "hendrycksTest-prehistory": {
      "acc": 0.2808641975308642,
      "acc_stderr": 0.025006469755799208,
      "acc_norm": 0.2808641975308642,
      "acc_norm_stderr": 0.025006469755799208
    },
    "hendrycksTest-professional_accounting": {
      "acc": 0.2695035460992908,
      "acc_stderr": 0.026469036818590638,
      "acc_norm": 0.2695035460992908,
      "acc_norm_stderr": 0.026469036818590638
    },
    "hendrycksTest-professional_law": {
      "acc": 0.28292046936114734,
      "acc_stderr": 0.011503891323188974,
      "acc_norm": 0.28292046936114734,
      "acc_norm_stderr": 0.011503891323188974
    },
    "hendrycksTest-professional_medicine": {
      "acc": 0.21691176470588236,
      "acc_stderr": 0.025035845227711254,
      "acc_norm": 0.21691176470588236,
      "acc_norm_stderr": 0.025035845227711254
    },
    "hendrycksTest-professional_psychology": {
      "acc": 0.3104575163398693,
      "acc_stderr": 0.01871806705262322,
      "acc_norm": 0.3104575163398693,
      "acc_norm_stderr": 0.01871806705262322
    },
    "hendrycksTest-public_relations": {
      "acc": 0.39090909090909093,
      "acc_stderr": 0.04673752333670237,
      "acc_norm": 0.39090909090909093,
      "acc_norm_stderr": 0.04673752333670237
    },
    "hendrycksTest-security_studies": {
      "acc": 0.2693877551020408,
      "acc_stderr": 0.02840125202902294,
      "acc_norm": 0.2693877551020408,
      "acc_norm_stderr": 0.02840125202902294
    },
    "hendrycksTest-sociology": {
      "acc": 0.3034825870646766,
      "acc_stderr": 0.03251006816458617,
      "acc_norm": 0.3034825870646766,
      "acc_norm_stderr": 0.03251006816458617
    },
    "hendrycksTest-us_foreign_policy": {
      "acc": 0.36,
      "acc_stderr": 0.04824181513244218,
      "acc_norm": 0.36,
      "acc_norm_stderr": 0.04824181513244218
    },
    "hendrycksTest-virology": {
      "acc": 0.3373493975903614,
      "acc_stderr": 0.03680783690727581,
      "acc_norm": 0.3373493975903614,
      "acc_norm_stderr": 0.03680783690727581
    },
    "hendrycksTest-world_religions": {
      "acc": 0.3391812865497076,
      "acc_stderr": 0.03631053496488905,
      "acc_norm": 0.3391812865497076,
      "acc_norm_stderr": 0.03631053496488905
    }
  },
  "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/ckpt_351",
    "num_fewshot": 5,
    "batch_size": "8",
    "batch_sizes": [],
    "device": null,
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}