File size: 7,474 Bytes
79b60e5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.27692307692307694,
      "multiple_choice_grade_stderr": 0.039398253452664705
    },
    "bigbench_arithmetic_1_digit_addition": {
      "multiple_choice_grade": 0.28,
      "multiple_choice_grade_stderr": 0.04512608598542127
    },
    "bigbench_arithmetic_1_digit_division": {
      "multiple_choice_grade": 0.5217391304347826,
      "multiple_choice_grade_stderr": 0.10649955403405122
    },
    "bigbench_arithmetic_1_digit_multiplication": {
      "multiple_choice_grade": 0.16,
      "multiple_choice_grade_stderr": 0.03684529491774709
    },
    "bigbench_arithmetic_1_digit_subtraction": {
      "multiple_choice_grade": 0.38,
      "multiple_choice_grade_stderr": 0.04878317312145632
    },
    "bigbench_arithmetic_2_digit_addition": {
      "multiple_choice_grade": 0.09,
      "multiple_choice_grade_stderr": 0.028762349126466153
    },
    "bigbench_arithmetic_2_digit_division": {
      "multiple_choice_grade": 0.37,
      "multiple_choice_grade_stderr": 0.04852365870939098
    },
    "bigbench_arithmetic_2_digit_multiplication": {
      "multiple_choice_grade": 0.02,
      "multiple_choice_grade_stderr": 0.01407052941362896
    },
    "bigbench_arithmetic_2_digit_subtraction": {
      "multiple_choice_grade": 0.22,
      "multiple_choice_grade_stderr": 0.0416333199893227
    },
    "bigbench_arithmetic_3_digit_addition": {
      "multiple_choice_grade": 0.04,
      "multiple_choice_grade_stderr": 0.01969463855669323
    },
    "bigbench_arithmetic_3_digit_division": {
      "multiple_choice_grade": 0.2,
      "multiple_choice_grade_stderr": 0.04020151261036846
    },
    "bigbench_arithmetic_3_digit_multiplication": {
      "multiple_choice_grade": 0.05,
      "multiple_choice_grade_stderr": 0.02190429135575908
    },
    "bigbench_arithmetic_3_digit_subtraction": {
      "multiple_choice_grade": 0.23,
      "multiple_choice_grade_stderr": 0.04229525846816506
    },
    "bigbench_arithmetic_4_digit_addition": {
      "multiple_choice_grade": 0.15,
      "multiple_choice_grade_stderr": 0.035887028128263714
    },
    "bigbench_arithmetic_4_digit_division": {
      "multiple_choice_grade": 0.15,
      "multiple_choice_grade_stderr": 0.03588702812826371
    },
    "bigbench_arithmetic_4_digit_multiplication": {
      "multiple_choice_grade": 0.07,
      "multiple_choice_grade_stderr": 0.025643239997624294
    },
    "bigbench_arithmetic_4_digit_subtraction": {
      "multiple_choice_grade": 0.13,
      "multiple_choice_grade_stderr": 0.03379976689896308
    },
    "bigbench_arithmetic_5_digit_addition": {
      "multiple_choice_grade": 0.06,
      "multiple_choice_grade_stderr": 0.023868325657594197
    },
    "bigbench_arithmetic_5_digit_division": {
      "multiple_choice_grade": 0.08,
      "multiple_choice_grade_stderr": 0.027265992434429086
    },
    "bigbench_arithmetic_5_digit_multiplication": {
      "multiple_choice_grade": 0.06,
      "multiple_choice_grade_stderr": 0.023868325657594183
    },
    "bigbench_arithmetic_5_digit_subtraction": {
      "multiple_choice_grade": 0.16,
      "multiple_choice_grade_stderr": 0.03684529491774708
    },
    "bigbench_cause_and_effect_one_sentence": {
      "multiple_choice_grade": 0.5098039215686274,
      "multiple_choice_grade_stderr": 0.07069708383262727
    },
    "bigbench_cause_and_effect_one_sentence_no_prompt": {
      "multiple_choice_grade": 0.6862745098039216,
      "multiple_choice_grade_stderr": 0.06562039423796669
    },
    "bigbench_cause_and_effect_two_sentences": {
      "multiple_choice_grade": 0.43137254901960786,
      "multiple_choice_grade_stderr": 0.07004145529212454
    },
    "bigbench_emotions": {
      "multiple_choice_grade": 0.2125,
      "multiple_choice_grade_stderr": 0.03244189290245472
    },
    "bigbench_empirical_judgments": {
      "multiple_choice_grade": 0.30303030303030304,
      "multiple_choice_grade_stderr": 0.04642339954443119
    },
    "bigbench_general_knowledge": {
      "multiple_choice_grade": 0.2571428571428571,
      "multiple_choice_grade_stderr": 0.052615698346701524
    },
    "bigbench_hhh_alignment_harmless": {
      "multiple_choice_grade": 0.41379310344827586,
      "multiple_choice_grade_stderr": 0.06523484847771846
    },
    "bigbench_hhh_alignment_helpful": {
      "multiple_choice_grade": 0.288135593220339,
      "multiple_choice_grade_stderr": 0.059467967781548406
    },
    "bigbench_hhh_alignment_honest": {
      "multiple_choice_grade": 0.3220338983050847,
      "multiple_choice_grade_stderr": 0.06135370413564329
    },
    "bigbench_hhh_alignment_other": {
      "multiple_choice_grade": 0.5813953488372093,
      "multiple_choice_grade_stderr": 0.07612251984976479
    },
    "bigbench_intent_recognition": {
      "multiple_choice_grade": 0.1416184971098266,
      "multiple_choice_grade_stderr": 0.013263591635637853
    },
    "bigbench_misconceptions": {
      "multiple_choice_grade": 0.4925373134328358,
      "multiple_choice_grade_stderr": 0.04335066912520505
    },
    "bigbench_paraphrase": {
      "multiple_choice_grade": 0.46,
      "multiple_choice_grade_stderr": 0.03533045720097816
    },
    "bigbench_sentence_ambiguity": {
      "multiple_choice_grade": 0.5,
      "multiple_choice_grade_stderr": 0.06509445549041193
    },
    "bigbench_similarities_abstraction": {
      "multiple_choice_grade": 0.5526315789473685,
      "multiple_choice_grade_stderr": 0.05741427428755636
    }
  },
  "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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-large-finnish",
    "num_fewshot": 1,
    "batch_size": null,
    "device": "cuda:0",
    "no_cache": false,
    "limit": null,
    "bootstrap_iters": 100000,
    "description_dict": {}
  }
}