File size: 7,415 Bytes
dcdf9ec
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "results": {
    "bigbench_analogies": {
      "multiple_choice_grade": 0.3923076923076923,
      "multiple_choice_grade_stderr": 0.04298930521985775
    },
    "bigbench_arithmetic_1_digit_addition": {
      "multiple_choice_grade": 0.27,
      "multiple_choice_grade_stderr": 0.044619604333847394
    },
    "bigbench_arithmetic_1_digit_division": {
      "multiple_choice_grade": 0.782608695652174,
      "multiple_choice_grade_stderr": 0.08793911249520547
    },
    "bigbench_arithmetic_1_digit_multiplication": {
      "multiple_choice_grade": 0.22,
      "multiple_choice_grade_stderr": 0.04163331998932269
    },
    "bigbench_arithmetic_1_digit_subtraction": {
      "multiple_choice_grade": 0.26,
      "multiple_choice_grade_stderr": 0.04408440022768081
    },
    "bigbench_arithmetic_2_digit_addition": {
      "multiple_choice_grade": 0.07,
      "multiple_choice_grade_stderr": 0.02564323999762429
    },
    "bigbench_arithmetic_2_digit_division": {
      "multiple_choice_grade": 0.6,
      "multiple_choice_grade_stderr": 0.04923659639173309
    },
    "bigbench_arithmetic_2_digit_multiplication": {
      "multiple_choice_grade": 0.23,
      "multiple_choice_grade_stderr": 0.04229525846816506
    },
    "bigbench_arithmetic_2_digit_subtraction": {
      "multiple_choice_grade": 0.27,
      "multiple_choice_grade_stderr": 0.044619604333847394
    },
    "bigbench_arithmetic_3_digit_addition": {
      "multiple_choice_grade": 0.39,
      "multiple_choice_grade_stderr": 0.04902071300001975
    },
    "bigbench_arithmetic_3_digit_division": {
      "multiple_choice_grade": 0.24,
      "multiple_choice_grade_stderr": 0.04292346959909283
    },
    "bigbench_arithmetic_3_digit_multiplication": {
      "multiple_choice_grade": 0.22,
      "multiple_choice_grade_stderr": 0.041633319989322674
    },
    "bigbench_arithmetic_3_digit_subtraction": {
      "multiple_choice_grade": 0.22,
      "multiple_choice_grade_stderr": 0.04163331998932269
    },
    "bigbench_arithmetic_4_digit_addition": {
      "multiple_choice_grade": 0.25,
      "multiple_choice_grade_stderr": 0.04351941398892446
    },
    "bigbench_arithmetic_4_digit_division": {
      "multiple_choice_grade": 0.29,
      "multiple_choice_grade_stderr": 0.04560480215720684
    },
    "bigbench_arithmetic_4_digit_multiplication": {
      "multiple_choice_grade": 0.06,
      "multiple_choice_grade_stderr": 0.023868325657594208
    },
    "bigbench_arithmetic_4_digit_subtraction": {
      "multiple_choice_grade": 0.13,
      "multiple_choice_grade_stderr": 0.033799766898963086
    },
    "bigbench_arithmetic_5_digit_addition": {
      "multiple_choice_grade": 0.24,
      "multiple_choice_grade_stderr": 0.04292346959909283
    },
    "bigbench_arithmetic_5_digit_division": {
      "multiple_choice_grade": 0.17,
      "multiple_choice_grade_stderr": 0.03775251680686371
    },
    "bigbench_arithmetic_5_digit_multiplication": {
      "multiple_choice_grade": 0.01,
      "multiple_choice_grade_stderr": 0.009999999999999998
    },
    "bigbench_arithmetic_5_digit_subtraction": {
      "multiple_choice_grade": 0.11,
      "multiple_choice_grade_stderr": 0.03144660377352203
    },
    "bigbench_cause_and_effect_one_sentence": {
      "multiple_choice_grade": 0.5686274509803921,
      "multiple_choice_grade_stderr": 0.07004145529212454
    },
    "bigbench_cause_and_effect_one_sentence_no_prompt": {
      "multiple_choice_grade": 0.6666666666666666,
      "multiple_choice_grade_stderr": 0.06666666666666665
    },
    "bigbench_cause_and_effect_two_sentences": {
      "multiple_choice_grade": 0.5294117647058824,
      "multiple_choice_grade_stderr": 0.07058823529411762
    },
    "bigbench_emotions": {
      "multiple_choice_grade": 0.1375,
      "multiple_choice_grade_stderr": 0.027310669005160514
    },
    "bigbench_empirical_judgments": {
      "multiple_choice_grade": 0.2828282828282828,
      "multiple_choice_grade_stderr": 0.04549461117008497
    },
    "bigbench_general_knowledge": {
      "multiple_choice_grade": 0.2857142857142857,
      "multiple_choice_grade_stderr": 0.05438478483049146
    },
    "bigbench_hhh_alignment_harmless": {
      "multiple_choice_grade": 0.39655172413793105,
      "multiple_choice_grade_stderr": 0.06479366091762498
    },
    "bigbench_hhh_alignment_helpful": {
      "multiple_choice_grade": 0.288135593220339,
      "multiple_choice_grade_stderr": 0.059467967781548406
    },
    "bigbench_hhh_alignment_honest": {
      "multiple_choice_grade": 0.3728813559322034,
      "multiple_choice_grade_stderr": 0.0634959746661109
    },
    "bigbench_hhh_alignment_other": {
      "multiple_choice_grade": 0.5581395348837209,
      "multiple_choice_grade_stderr": 0.07662832288817804
    },
    "bigbench_intent_recognition": {
      "multiple_choice_grade": 0.20664739884393063,
      "multiple_choice_grade_stderr": 0.015403133263066289
    },
    "bigbench_misconceptions": {
      "multiple_choice_grade": 0.5223880597014925,
      "multiple_choice_grade_stderr": 0.043312014931941006
    },
    "bigbench_paraphrase": {
      "multiple_choice_grade": 0.6,
      "multiple_choice_grade_stderr": 0.0347279448103939
    },
    "bigbench_sentence_ambiguity": {
      "multiple_choice_grade": 0.5333333333333333,
      "multiple_choice_grade_stderr": 0.06494964005966064
    },
    "bigbench_similarities_abstraction": {
      "multiple_choice_grade": 0.40789473684210525,
      "multiple_choice_grade_stderr": 0.05674699645486269
    }
  },
  "versions": {
    "bigbench_analogies": 0,
    "bigbench_arithmetic_1_digit_addition": 0,
    "bigbench_arithmetic_1_digit_division": 0,
    "bigbench_arithmetic_1_digit_multiplication": 0,
    "bigbench_arithmetic_1_digit_subtraction": 0,
    "bigbench_arithmetic_2_digit_addition": 0,
    "bigbench_arithmetic_2_digit_division": 0,
    "bigbench_arithmetic_2_digit_multiplication": 0,
    "bigbench_arithmetic_2_digit_subtraction": 0,
    "bigbench_arithmetic_3_digit_addition": 0,
    "bigbench_arithmetic_3_digit_division": 0,
    "bigbench_arithmetic_3_digit_multiplication": 0,
    "bigbench_arithmetic_3_digit_subtraction": 0,
    "bigbench_arithmetic_4_digit_addition": 0,
    "bigbench_arithmetic_4_digit_division": 0,
    "bigbench_arithmetic_4_digit_multiplication": 0,
    "bigbench_arithmetic_4_digit_subtraction": 0,
    "bigbench_arithmetic_5_digit_addition": 0,
    "bigbench_arithmetic_5_digit_division": 0,
    "bigbench_arithmetic_5_digit_multiplication": 0,
    "bigbench_arithmetic_5_digit_subtraction": 0,
    "bigbench_cause_and_effect_one_sentence": 0,
    "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
    "bigbench_cause_and_effect_two_sentences": 0,
    "bigbench_emotions": 0,
    "bigbench_empirical_judgments": 0,
    "bigbench_general_knowledge": 0,
    "bigbench_hhh_alignment_harmless": 0,
    "bigbench_hhh_alignment_helpful": 0,
    "bigbench_hhh_alignment_honest": 0,
    "bigbench_hhh_alignment_other": 0,
    "bigbench_intent_recognition": 0,
    "bigbench_misconceptions": 0,
    "bigbench_paraphrase": 0,
    "bigbench_sentence_ambiguity": 0,
    "bigbench_similarities_abstraction": 0
  },
  "config": {
    "model": "hf-causal",
    "model_args": "pretrained=TurkuNLP/gpt3-finnish-small",
    "num_fewshot": 0,
    "batch_size": null,
    "device": "cuda:0",
    "no_cache": false,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}