opt-13b.json 15.3 KB
Newer Older
Julen Etxaniz's avatar
Julen Etxaniz committed
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
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
{
  "results": {
    "hendrycksTest-nutrition": {
      "acc": 0.29411764705882354,
      "acc_stderr": 0.02609016250427904,
      "acc_norm": 0.369281045751634,
      "acc_norm_stderr": 0.02763417668960266
    },
    "hendrycksTest-clinical_knowledge": {
      "acc": 0.24150943396226415,
      "acc_stderr": 0.02634148037111837,
      "acc_norm": 0.3018867924528302,
      "acc_norm_stderr": 0.02825420034443865
    },
    "hendrycksTest-high_school_us_history": {
      "acc": 0.23039215686274508,
      "acc_stderr": 0.02955429260569507,
      "acc_norm": 0.27941176470588236,
      "acc_norm_stderr": 0.031493281045079556
    },
    "hendrycksTest-public_relations": {
      "acc": 0.2727272727272727,
      "acc_stderr": 0.04265792110940588,
      "acc_norm": 0.2,
      "acc_norm_stderr": 0.03831305140884601
    },
    "hendrycksTest-high_school_european_history": {
      "acc": 0.2545454545454545,
      "acc_stderr": 0.0340150671524904,
      "acc_norm": 0.296969696969697,
      "acc_norm_stderr": 0.03567969772268047
    },
    "hendrycksTest-moral_scenarios": {
      "acc": 0.27262569832402234,
      "acc_stderr": 0.014893391735249588,
      "acc_norm": 0.27262569832402234,
      "acc_norm_stderr": 0.014893391735249588
    },
    "hendrycksTest-anatomy": {
      "acc": 0.26666666666666666,
      "acc_stderr": 0.038201699145179055,
      "acc_norm": 0.23703703703703705,
      "acc_norm_stderr": 0.03673731683969506
    },
    "hendrycksTest-international_law": {
      "acc": 0.2809917355371901,
      "acc_stderr": 0.04103203830514512,
      "acc_norm": 0.4380165289256198,
      "acc_norm_stderr": 0.045291468044357915
    },
    "hendrycksTest-management": {
      "acc": 0.3300970873786408,
      "acc_stderr": 0.0465614711001235,
      "acc_norm": 0.32038834951456313,
      "acc_norm_stderr": 0.0462028408228004
    },
    "winogrande": {
      "acc": 0.6519337016574586,
      "acc_stderr": 0.013388004531086047
    },
    "hendrycksTest-college_mathematics": {
      "acc": 0.21,
      "acc_stderr": 0.040936018074033256,
      "acc_norm": 0.3,
      "acc_norm_stderr": 0.046056618647183814
    },
    "wsc": {
      "acc": 0.6057692307692307,
      "acc_stderr": 0.04815154775990711
    },
    "hendrycksTest-high_school_chemistry": {
      "acc": 0.23645320197044334,
      "acc_stderr": 0.02989611429173355,
      "acc_norm": 0.3251231527093596,
      "acc_norm_stderr": 0.03295797566311271
    },
    "hendrycksTest-college_biology": {
      "acc": 0.20833333333333334,
      "acc_stderr": 0.03396116205845334,
      "acc_norm": 0.2152777777777778,
      "acc_norm_stderr": 0.034370793441061344
    },
    "hendrycksTest-college_chemistry": {
      "acc": 0.24,
      "acc_stderr": 0.042923469599092816,
      "acc_norm": 0.33,
      "acc_norm_stderr": 0.04725815626252605
    },
    "hendrycksTest-human_aging": {
      "acc": 0.2914798206278027,
      "acc_stderr": 0.030500283176545906,
      "acc_norm": 0.24663677130044842,
      "acc_norm_stderr": 0.028930413120910877
    },
    "hendrycksTest-computer_security": {
      "acc": 0.23,
      "acc_stderr": 0.04229525846816506,
      "acc_norm": 0.34,
      "acc_norm_stderr": 0.04760952285695236
    },
    "hendrycksTest-high_school_computer_science": {
      "acc": 0.3,
      "acc_stderr": 0.046056618647183814,
      "acc_norm": 0.28,
      "acc_norm_stderr": 0.04512608598542128
    },
    "hendrycksTest-electrical_engineering": {
      "acc": 0.31724137931034485,
      "acc_stderr": 0.038783523721386215,
      "acc_norm": 0.31724137931034485,
      "acc_norm_stderr": 0.038783523721386215
    },
    "lambada_openai": {
      "ppl": 4.037871980255364,
      "ppl_stderr": 0.08695582970269694,
      "acc": 0.6863962740151368,
      "acc_stderr": 0.006463833164285201
    },
    "hendrycksTest-high_school_statistics": {
      "acc": 0.2962962962962963,
      "acc_stderr": 0.03114144782353603,
      "acc_norm": 0.2916666666666667,
      "acc_norm_stderr": 0.03099866630456052
    },
    "hendrycksTest-miscellaneous": {
      "acc": 0.3231162196679438,
      "acc_stderr": 0.016723726512343048,
      "acc_norm": 0.28991060025542786,
      "acc_norm_stderr": 0.01622501794477096
    },
    "hendrycksTest-human_sexuality": {
      "acc": 0.32061068702290074,
      "acc_stderr": 0.04093329229834278,
      "acc_norm": 0.31297709923664124,
      "acc_norm_stderr": 0.04066962905677697
    },
    "hendrycksTest-global_facts": {
      "acc": 0.24,
      "acc_stderr": 0.042923469599092816,
      "acc_norm": 0.24,
      "acc_norm_stderr": 0.042923469599092816
    },
    "hendrycksTest-marketing": {
      "acc": 0.2905982905982906,
      "acc_stderr": 0.029745048572674047,
      "acc_norm": 0.29914529914529914,
      "acc_norm_stderr": 0.029996951858349483
    },
    "hendrycksTest-college_computer_science": {
      "acc": 0.3,
      "acc_stderr": 0.046056618647183814,
      "acc_norm": 0.27,
      "acc_norm_stderr": 0.04461960433384741
    },
    "hendrycksTest-professional_accounting": {
      "acc": 0.2730496453900709,
      "acc_stderr": 0.026577860943307847,
      "acc_norm": 0.28368794326241137,
      "acc_norm_stderr": 0.026891709428343957
    },
    "hendrycksTest-college_physics": {
      "acc": 0.20588235294117646,
      "acc_stderr": 0.040233822736177455,
      "acc_norm": 0.23529411764705882,
      "acc_norm_stderr": 0.042207736591714534
    },
    "hendrycksTest-professional_law": {
      "acc": 0.2711864406779661,
      "acc_stderr": 0.011354581451622985,
      "acc_norm": 0.28096479791395046,
      "acc_norm_stderr": 0.011479684550077683
    },
    "hendrycksTest-elementary_mathematics": {
      "acc": 0.24074074074074073,
      "acc_stderr": 0.022019080012217904,
      "acc_norm": 0.2671957671957672,
      "acc_norm_stderr": 0.022789673145776578
    },
    "hendrycksTest-medical_genetics": {
      "acc": 0.27,
      "acc_stderr": 0.044619604333847394,
      "acc_norm": 0.39,
      "acc_norm_stderr": 0.04902071300001975
    },
    "hendrycksTest-sociology": {
      "acc": 0.2835820895522388,
      "acc_stderr": 0.03187187537919797,
      "acc_norm": 0.2835820895522388,
      "acc_norm_stderr": 0.031871875379197986
    },
    "hendrycksTest-security_studies": {
      "acc": 0.3673469387755102,
      "acc_stderr": 0.03086214492108756,
      "acc_norm": 0.2897959183673469,
      "acc_norm_stderr": 0.029043088683304328
    },
    "hendrycksTest-abstract_algebra": {
      "acc": 0.23,
      "acc_stderr": 0.04229525846816506,
      "acc_norm": 0.24,
      "acc_norm_stderr": 0.04292346959909284
    },
    "hendrycksTest-professional_psychology": {
      "acc": 0.2696078431372549,
      "acc_stderr": 0.017952449196987862,
      "acc_norm": 0.2696078431372549,
      "acc_norm_stderr": 0.017952449196987862
    },
    "hendrycksTest-high_school_world_history": {
      "acc": 0.25738396624472576,
      "acc_stderr": 0.02845882099146029,
      "acc_norm": 0.29535864978902954,
      "acc_norm_stderr": 0.029696338713422882
    },
    "hendrycksTest-jurisprudence": {
      "acc": 0.2962962962962963,
      "acc_stderr": 0.044143436668549335,
      "acc_norm": 0.4351851851851852,
      "acc_norm_stderr": 0.04792898170907062
    },
    "hendrycksTest-machine_learning": {
      "acc": 0.2767857142857143,
      "acc_stderr": 0.042466243366976256,
      "acc_norm": 0.24107142857142858,
      "acc_norm_stderr": 0.04059867246952688
    },
    "hendrycksTest-world_religions": {
      "acc": 0.3391812865497076,
      "acc_stderr": 0.036310534964889056,
      "acc_norm": 0.39766081871345027,
      "acc_norm_stderr": 0.0375363895576169
    },
    "sciq": {
      "acc": 0.908,
      "acc_stderr": 0.009144376393151103,
      "acc_norm": 0.866,
      "acc_norm_stderr": 0.01077776229836969
    },
    "piqa": {
      "acc": 0.7595212187159956,
      "acc_stderr": 0.009971345364651073,
      "acc_norm": 0.7682263329706203,
      "acc_norm_stderr": 0.009845143772794041
    },
    "hendrycksTest-high_school_macroeconomics": {
      "acc": 0.2948717948717949,
      "acc_stderr": 0.023119362758232294,
      "acc_norm": 0.2948717948717949,
      "acc_norm_stderr": 0.02311936275823228
    },
    "hendrycksTest-professional_medicine": {
      "acc": 0.2647058823529412,
      "acc_stderr": 0.026799562024887657,
      "acc_norm": 0.26838235294117646,
      "acc_norm_stderr": 0.026917481224377215
    },
    "arc_challenge": {
      "acc": 0.3293515358361775,
      "acc_stderr": 0.013734057652635474,
      "acc_norm": 0.3575085324232082,
      "acc_norm_stderr": 0.01400549427591657
    },
    "hendrycksTest-high_school_physics": {
      "acc": 0.24503311258278146,
      "acc_stderr": 0.035118075718047245,
      "acc_norm": 0.2251655629139073,
      "acc_norm_stderr": 0.03410435282008937
    },
    "hendrycksTest-college_medicine": {
      "acc": 0.2543352601156069,
      "acc_stderr": 0.0332055644308557,
      "acc_norm": 0.2254335260115607,
      "acc_norm_stderr": 0.03186209851641143
    },
    "hendrycksTest-high_school_biology": {
      "acc": 0.25161290322580643,
      "acc_stderr": 0.024685979286239963,
      "acc_norm": 0.2838709677419355,
      "acc_norm_stderr": 0.025649381063029258
    },
    "hendrycksTest-prehistory": {
      "acc": 0.25308641975308643,
      "acc_stderr": 0.024191808600713002,
      "acc_norm": 0.2037037037037037,
      "acc_norm_stderr": 0.022409674547304168
    },
    "hendrycksTest-high_school_geography": {
      "acc": 0.2878787878787879,
      "acc_stderr": 0.03225883512300992,
      "acc_norm": 0.30303030303030304,
      "acc_norm_stderr": 0.03274287914026867
    },
    "hendrycksTest-conceptual_physics": {
      "acc": 0.2425531914893617,
      "acc_stderr": 0.02802022627120022,
      "acc_norm": 0.2,
      "acc_norm_stderr": 0.026148818018424506
    },
    "hendrycksTest-high_school_government_and_politics": {
      "acc": 0.29533678756476683,
      "acc_stderr": 0.03292296639155137,
      "acc_norm": 0.2538860103626943,
      "acc_norm_stderr": 0.03141024780565318
    },
    "hendrycksTest-philosophy": {
      "acc": 0.2540192926045016,
      "acc_stderr": 0.02472386150477169,
      "acc_norm": 0.3183279742765273,
      "acc_norm_stderr": 0.026457225067811025
    },
    "arc_easy": {
      "acc": 0.6708754208754208,
      "acc_stderr": 0.009642048058060987,
      "acc_norm": 0.6178451178451179,
      "acc_norm_stderr": 0.009970747281292424
    },
    "hendrycksTest-high_school_psychology": {
      "acc": 0.27522935779816515,
      "acc_stderr": 0.0191490937431552,
      "acc_norm": 0.24403669724770644,
      "acc_norm_stderr": 0.018415286351416416
    },
    "hendrycksTest-moral_disputes": {
      "acc": 0.30346820809248554,
      "acc_stderr": 0.024752411960917212,
      "acc_norm": 0.3092485549132948,
      "acc_norm_stderr": 0.02488314057007176
    },
    "hendrycksTest-logical_fallacies": {
      "acc": 0.31901840490797545,
      "acc_stderr": 0.03661997551073836,
      "acc_norm": 0.3006134969325153,
      "acc_norm_stderr": 0.03602511318806771
    },
    "hendrycksTest-econometrics": {
      "acc": 0.3508771929824561,
      "acc_stderr": 0.044895393502707,
      "acc_norm": 0.2982456140350877,
      "acc_norm_stderr": 0.04303684033537315
    },
    "hendrycksTest-astronomy": {
      "acc": 0.3157894736842105,
      "acc_stderr": 0.0378272898086547,
      "acc_norm": 0.3815789473684211,
      "acc_norm_stderr": 0.039531733777491945
    },
    "hendrycksTest-us_foreign_policy": {
      "acc": 0.31,
      "acc_stderr": 0.04648231987117316,
      "acc_norm": 0.31,
      "acc_norm_stderr": 0.04648231987117316
    },
    "hendrycksTest-virology": {
      "acc": 0.3373493975903614,
      "acc_stderr": 0.03680783690727581,
      "acc_norm": 0.2469879518072289,
      "acc_norm_stderr": 0.03357351982064536
    },
    "hendrycksTest-formal_logic": {
      "acc": 0.2857142857142857,
      "acc_stderr": 0.04040610178208841,
      "acc_norm": 0.23809523809523808,
      "acc_norm_stderr": 0.038095238095238106
    },
    "hendrycksTest-high_school_microeconomics": {
      "acc": 0.2605042016806723,
      "acc_stderr": 0.02851025151234193,
      "acc_norm": 0.3277310924369748,
      "acc_norm_stderr": 0.030489911417673227
    },
    "hendrycksTest-high_school_mathematics": {
      "acc": 0.2740740740740741,
      "acc_stderr": 0.027195934804085626,
      "acc_norm": 0.3,
      "acc_norm_stderr": 0.027940457136228412
    },
    "logiqa": {
      "acc": 0.22734254992319508,
      "acc_stderr": 0.01643906767511774,
      "acc_norm": 0.2857142857142857,
      "acc_norm_stderr": 0.017719247798458293
    },
    "hendrycksTest-business_ethics": {
      "acc": 0.29,
      "acc_stderr": 0.045604802157206845,
      "acc_norm": 0.32,
      "acc_norm_stderr": 0.046882617226215034
    }
  },
  "versions": {
    "hendrycksTest-nutrition": 0,
    "hendrycksTest-clinical_knowledge": 0,
    "hendrycksTest-high_school_us_history": 0,
    "hendrycksTest-public_relations": 0,
    "hendrycksTest-high_school_european_history": 0,
    "hendrycksTest-moral_scenarios": 0,
    "hendrycksTest-anatomy": 0,
    "hendrycksTest-international_law": 0,
    "hendrycksTest-management": 0,
    "winogrande": 0,
    "hendrycksTest-college_mathematics": 0,
    "wsc": 0,
    "hendrycksTest-high_school_chemistry": 0,
    "hendrycksTest-college_biology": 0,
    "hendrycksTest-college_chemistry": 0,
    "hendrycksTest-human_aging": 0,
    "hendrycksTest-computer_security": 0,
    "hendrycksTest-high_school_computer_science": 0,
    "hendrycksTest-electrical_engineering": 0,
    "lambada_openai": 0,
    "hendrycksTest-high_school_statistics": 0,
    "hendrycksTest-miscellaneous": 0,
    "hendrycksTest-human_sexuality": 0,
    "hendrycksTest-global_facts": 0,
    "hendrycksTest-marketing": 0,
    "hendrycksTest-college_computer_science": 0,
    "hendrycksTest-professional_accounting": 0,
    "hendrycksTest-college_physics": 0,
    "hendrycksTest-professional_law": 0,
    "hendrycksTest-elementary_mathematics": 0,
    "hendrycksTest-medical_genetics": 0,
    "hendrycksTest-sociology": 0,
    "hendrycksTest-security_studies": 0,
    "hendrycksTest-abstract_algebra": 0,
    "hendrycksTest-professional_psychology": 0,
    "hendrycksTest-high_school_world_history": 0,
    "hendrycksTest-jurisprudence": 0,
    "hendrycksTest-machine_learning": 0,
    "hendrycksTest-world_religions": 0,
    "sciq": 0,
    "piqa": 0,
    "hendrycksTest-high_school_macroeconomics": 0,
    "hendrycksTest-professional_medicine": 0,
    "arc_challenge": 0,
    "hendrycksTest-high_school_physics": 0,
    "hendrycksTest-college_medicine": 0,
    "hendrycksTest-high_school_biology": 0,
    "hendrycksTest-prehistory": 0,
    "hendrycksTest-high_school_geography": 0,
    "hendrycksTest-conceptual_physics": 0,
    "hendrycksTest-high_school_government_and_politics": 0,
    "hendrycksTest-philosophy": 0,
    "arc_easy": 0,
    "hendrycksTest-high_school_psychology": 0,
    "hendrycksTest-moral_disputes": 0,
    "hendrycksTest-logical_fallacies": 0,
    "hendrycksTest-econometrics": 0,
    "hendrycksTest-astronomy": 0,
    "hendrycksTest-us_foreign_policy": 0,
    "hendrycksTest-virology": 0,
    "hendrycksTest-formal_logic": 0,
    "hendrycksTest-high_school_microeconomics": 0,
    "hendrycksTest-high_school_mathematics": 0,
    "logiqa": 0,
    "hendrycksTest-business_ethics": 0
  },
  "config": {
    "model": "hf-causal",
    "model_args": "pretrained=facebook/opt-13b,use_accelerate=True,device_map_option=sequential",
    "num_fewshot": 0,
    "batch_size": 16,
    "device": "cuda",
    "no_cache": false,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}