File size: 14,296 Bytes
01c34b2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.32,
      "acc_stderr": 0.046882617226215034,
      "acc_norm": 0.32,
      "acc_norm_stderr": 0.046882617226215034
    },
    "hendrycksTest-anatomy": {
      "acc": 0.4666666666666667,
      "acc_stderr": 0.043097329010363554,
      "acc_norm": 0.4666666666666667,
      "acc_norm_stderr": 0.043097329010363554
    },
    "hendrycksTest-astronomy": {
      "acc": 0.39473684210526316,
      "acc_stderr": 0.039777499346220734,
      "acc_norm": 0.39473684210526316,
      "acc_norm_stderr": 0.039777499346220734
    },
    "hendrycksTest-business_ethics": {
      "acc": 0.49,
      "acc_stderr": 0.05024183937956912,
      "acc_norm": 0.49,
      "acc_norm_stderr": 0.05024183937956912
    },
    "hendrycksTest-clinical_knowledge": {
      "acc": 0.47547169811320755,
      "acc_stderr": 0.030735822206205608,
      "acc_norm": 0.47547169811320755,
      "acc_norm_stderr": 0.030735822206205608
    },
    "hendrycksTest-college_biology": {
      "acc": 0.4583333333333333,
      "acc_stderr": 0.04166666666666666,
      "acc_norm": 0.4583333333333333,
      "acc_norm_stderr": 0.04166666666666666
    },
    "hendrycksTest-college_chemistry": {
      "acc": 0.29,
      "acc_stderr": 0.04560480215720684,
      "acc_norm": 0.29,
      "acc_norm_stderr": 0.04560480215720684
    },
    "hendrycksTest-college_computer_science": {
      "acc": 0.38,
      "acc_stderr": 0.048783173121456316,
      "acc_norm": 0.38,
      "acc_norm_stderr": 0.048783173121456316
    },
    "hendrycksTest-college_mathematics": {
      "acc": 0.25,
      "acc_stderr": 0.04351941398892446,
      "acc_norm": 0.25,
      "acc_norm_stderr": 0.04351941398892446
    },
    "hendrycksTest-college_medicine": {
      "acc": 0.4046242774566474,
      "acc_stderr": 0.03742461193887248,
      "acc_norm": 0.4046242774566474,
      "acc_norm_stderr": 0.03742461193887248
    },
    "hendrycksTest-college_physics": {
      "acc": 0.24509803921568626,
      "acc_stderr": 0.042801058373643966,
      "acc_norm": 0.24509803921568626,
      "acc_norm_stderr": 0.042801058373643966
    },
    "hendrycksTest-computer_security": {
      "acc": 0.54,
      "acc_stderr": 0.05009082659620332,
      "acc_norm": 0.54,
      "acc_norm_stderr": 0.05009082659620332
    },
    "hendrycksTest-conceptual_physics": {
      "acc": 0.40425531914893614,
      "acc_stderr": 0.03208115750788684,
      "acc_norm": 0.40425531914893614,
      "acc_norm_stderr": 0.03208115750788684
    },
    "hendrycksTest-econometrics": {
      "acc": 0.3157894736842105,
      "acc_stderr": 0.043727482902780064,
      "acc_norm": 0.3157894736842105,
      "acc_norm_stderr": 0.043727482902780064
    },
    "hendrycksTest-electrical_engineering": {
      "acc": 0.4413793103448276,
      "acc_stderr": 0.04137931034482757,
      "acc_norm": 0.4413793103448276,
      "acc_norm_stderr": 0.04137931034482757
    },
    "hendrycksTest-elementary_mathematics": {
      "acc": 0.2830687830687831,
      "acc_stderr": 0.023201392938194974,
      "acc_norm": 0.2830687830687831,
      "acc_norm_stderr": 0.023201392938194974
    },
    "hendrycksTest-formal_logic": {
      "acc": 0.23015873015873015,
      "acc_stderr": 0.037649508797906045,
      "acc_norm": 0.23015873015873015,
      "acc_norm_stderr": 0.037649508797906045
    },
    "hendrycksTest-global_facts": {
      "acc": 0.34,
      "acc_stderr": 0.04760952285695235,
      "acc_norm": 0.34,
      "acc_norm_stderr": 0.04760952285695235
    },
    "hendrycksTest-high_school_biology": {
      "acc": 0.47419354838709676,
      "acc_stderr": 0.028406095057653326,
      "acc_norm": 0.47419354838709676,
      "acc_norm_stderr": 0.028406095057653326
    },
    "hendrycksTest-high_school_chemistry": {
      "acc": 0.3251231527093596,
      "acc_stderr": 0.032957975663112704,
      "acc_norm": 0.3251231527093596,
      "acc_norm_stderr": 0.032957975663112704
    },
    "hendrycksTest-high_school_computer_science": {
      "acc": 0.44,
      "acc_stderr": 0.04988876515698589,
      "acc_norm": 0.44,
      "acc_norm_stderr": 0.04988876515698589
    },
    "hendrycksTest-high_school_european_history": {
      "acc": 0.6363636363636364,
      "acc_stderr": 0.03756335775187897,
      "acc_norm": 0.6363636363636364,
      "acc_norm_stderr": 0.03756335775187897
    },
    "hendrycksTest-high_school_geography": {
      "acc": 0.5404040404040404,
      "acc_stderr": 0.035507024651313425,
      "acc_norm": 0.5404040404040404,
      "acc_norm_stderr": 0.035507024651313425
    },
    "hendrycksTest-high_school_government_and_politics": {
      "acc": 0.6269430051813472,
      "acc_stderr": 0.03490205592048573,
      "acc_norm": 0.6269430051813472,
      "acc_norm_stderr": 0.03490205592048573
    },
    "hendrycksTest-high_school_macroeconomics": {
      "acc": 0.41025641025641024,
      "acc_stderr": 0.024939313906940784,
      "acc_norm": 0.41025641025641024,
      "acc_norm_stderr": 0.024939313906940784
    },
    "hendrycksTest-high_school_mathematics": {
      "acc": 0.2740740740740741,
      "acc_stderr": 0.027195934804085622,
      "acc_norm": 0.2740740740740741,
      "acc_norm_stderr": 0.027195934804085622
    },
    "hendrycksTest-high_school_microeconomics": {
      "acc": 0.42436974789915966,
      "acc_stderr": 0.03210479051015776,
      "acc_norm": 0.42436974789915966,
      "acc_norm_stderr": 0.03210479051015776
    },
    "hendrycksTest-high_school_physics": {
      "acc": 0.271523178807947,
      "acc_stderr": 0.03631329803969653,
      "acc_norm": 0.271523178807947,
      "acc_norm_stderr": 0.03631329803969653
    },
    "hendrycksTest-high_school_psychology": {
      "acc": 0.618348623853211,
      "acc_stderr": 0.020828148517022582,
      "acc_norm": 0.618348623853211,
      "acc_norm_stderr": 0.020828148517022582
    },
    "hendrycksTest-high_school_statistics": {
      "acc": 0.27314814814814814,
      "acc_stderr": 0.03038805130167812,
      "acc_norm": 0.27314814814814814,
      "acc_norm_stderr": 0.03038805130167812
    },
    "hendrycksTest-high_school_us_history": {
      "acc": 0.6470588235294118,
      "acc_stderr": 0.03354092437591518,
      "acc_norm": 0.6470588235294118,
      "acc_norm_stderr": 0.03354092437591518
    },
    "hendrycksTest-high_school_world_history": {
      "acc": 0.6371308016877637,
      "acc_stderr": 0.03129920825530213,
      "acc_norm": 0.6371308016877637,
      "acc_norm_stderr": 0.03129920825530213
    },
    "hendrycksTest-human_aging": {
      "acc": 0.5560538116591929,
      "acc_stderr": 0.03334625674242728,
      "acc_norm": 0.5560538116591929,
      "acc_norm_stderr": 0.03334625674242728
    },
    "hendrycksTest-human_sexuality": {
      "acc": 0.549618320610687,
      "acc_stderr": 0.04363643698524779,
      "acc_norm": 0.549618320610687,
      "acc_norm_stderr": 0.04363643698524779
    },
    "hendrycksTest-international_law": {
      "acc": 0.628099173553719,
      "acc_stderr": 0.04412015806624504,
      "acc_norm": 0.628099173553719,
      "acc_norm_stderr": 0.04412015806624504
    },
    "hendrycksTest-jurisprudence": {
      "acc": 0.48148148148148145,
      "acc_stderr": 0.04830366024635331,
      "acc_norm": 0.48148148148148145,
      "acc_norm_stderr": 0.04830366024635331
    },
    "hendrycksTest-logical_fallacies": {
      "acc": 0.5214723926380368,
      "acc_stderr": 0.03924746876751129,
      "acc_norm": 0.5214723926380368,
      "acc_norm_stderr": 0.03924746876751129
    },
    "hendrycksTest-machine_learning": {
      "acc": 0.42857142857142855,
      "acc_stderr": 0.04697113923010212,
      "acc_norm": 0.42857142857142855,
      "acc_norm_stderr": 0.04697113923010212
    },
    "hendrycksTest-management": {
      "acc": 0.5242718446601942,
      "acc_stderr": 0.049449010929737795,
      "acc_norm": 0.5242718446601942,
      "acc_norm_stderr": 0.049449010929737795
    },
    "hendrycksTest-marketing": {
      "acc": 0.7094017094017094,
      "acc_stderr": 0.02974504857267408,
      "acc_norm": 0.7094017094017094,
      "acc_norm_stderr": 0.02974504857267408
    },
    "hendrycksTest-medical_genetics": {
      "acc": 0.56,
      "acc_stderr": 0.04988876515698589,
      "acc_norm": 0.56,
      "acc_norm_stderr": 0.04988876515698589
    },
    "hendrycksTest-miscellaneous": {
      "acc": 0.6194125159642401,
      "acc_stderr": 0.017362564126075414,
      "acc_norm": 0.6194125159642401,
      "acc_norm_stderr": 0.017362564126075414
    },
    "hendrycksTest-moral_disputes": {
      "acc": 0.5260115606936416,
      "acc_stderr": 0.026882643434022885,
      "acc_norm": 0.5260115606936416,
      "acc_norm_stderr": 0.026882643434022885
    },
    "hendrycksTest-moral_scenarios": {
      "acc": 0.23798882681564246,
      "acc_stderr": 0.014242630070574911,
      "acc_norm": 0.23798882681564246,
      "acc_norm_stderr": 0.014242630070574911
    },
    "hendrycksTest-nutrition": {
      "acc": 0.4803921568627451,
      "acc_stderr": 0.028607893699576063,
      "acc_norm": 0.4803921568627451,
      "acc_norm_stderr": 0.028607893699576063
    },
    "hendrycksTest-philosophy": {
      "acc": 0.5594855305466238,
      "acc_stderr": 0.028196400574197426,
      "acc_norm": 0.5594855305466238,
      "acc_norm_stderr": 0.028196400574197426
    },
    "hendrycksTest-prehistory": {
      "acc": 0.5462962962962963,
      "acc_stderr": 0.0277012284685426,
      "acc_norm": 0.5462962962962963,
      "acc_norm_stderr": 0.0277012284685426
    },
    "hendrycksTest-professional_accounting": {
      "acc": 0.36524822695035464,
      "acc_stderr": 0.02872386385328128,
      "acc_norm": 0.36524822695035464,
      "acc_norm_stderr": 0.02872386385328128
    },
    "hendrycksTest-professional_law": {
      "acc": 0.36571056062581486,
      "acc_stderr": 0.012301028188840567,
      "acc_norm": 0.36571056062581486,
      "acc_norm_stderr": 0.012301028188840567
    },
    "hendrycksTest-professional_medicine": {
      "acc": 0.4411764705882353,
      "acc_stderr": 0.030161911930767105,
      "acc_norm": 0.4411764705882353,
      "acc_norm_stderr": 0.030161911930767105
    },
    "hendrycksTest-professional_psychology": {
      "acc": 0.44281045751633985,
      "acc_stderr": 0.020095083154577347,
      "acc_norm": 0.44281045751633985,
      "acc_norm_stderr": 0.020095083154577347
    },
    "hendrycksTest-public_relations": {
      "acc": 0.5727272727272728,
      "acc_stderr": 0.04738198703545483,
      "acc_norm": 0.5727272727272728,
      "acc_norm_stderr": 0.04738198703545483
    },
    "hendrycksTest-security_studies": {
      "acc": 0.49795918367346936,
      "acc_stderr": 0.0320089533497105,
      "acc_norm": 0.49795918367346936,
      "acc_norm_stderr": 0.0320089533497105
    },
    "hendrycksTest-sociology": {
      "acc": 0.6318407960199005,
      "acc_stderr": 0.03410410565495301,
      "acc_norm": 0.6318407960199005,
      "acc_norm_stderr": 0.03410410565495301
    },
    "hendrycksTest-us_foreign_policy": {
      "acc": 0.66,
      "acc_stderr": 0.04760952285695237,
      "acc_norm": 0.66,
      "acc_norm_stderr": 0.04760952285695237
    },
    "hendrycksTest-virology": {
      "acc": 0.4036144578313253,
      "acc_stderr": 0.038194861407583984,
      "acc_norm": 0.4036144578313253,
      "acc_norm_stderr": 0.038194861407583984
    },
    "hendrycksTest-world_religions": {
      "acc": 0.6432748538011696,
      "acc_stderr": 0.03674013002860954,
      "acc_norm": 0.6432748538011696,
      "acc_norm_stderr": 0.03674013002860954
    }
  },
  "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": "sparseml",
    "model_args": "pretrained=/nm/drive1/alexandre/zoo/llama2-7b-ultrachat200k_llama2_pretrain-base/training,dtype=float32",
    "num_fewshot": 5,
    "batch_size": "4",
    "batch_sizes": [],
    "device": "cuda:7",
    "no_cache": true,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}