Hugging Face's logo

Datasets:
TurkuNLP
/
evaluation

Dataset card Files Community
Muennighoff commited on
Commit
4332999
•
1 Parent(s): 79b60e5

Add

Browse files
Files changed (16) hide show
  1. gpt_fi_distill_bigbench_0shot.csv +37 -0
  2. gpt_fi_distill_bigbench_0shot.json +197 -0
  3. gpt_fi_distill_bigbench_1shot.csv +37 -0
  4. gpt_fi_distill_bigbench_1shot.json +197 -0
  5. gpt_fi_distill_bigbench_2shot.csv +37 -0
  6. gpt_fi_distill_bigbench_2shot.json +197 -0
  7. gpt_fi_distill_bigbench_3shot.csv +37 -0
  8. gpt_fi_distill_bigbench_3shot.json +197 -0
  9. gpt_fi_small_bigbench_0shot.csv +37 -0
  10. gpt_fi_small_bigbench_0shot.json +197 -0
  11. gpt_fi_small_bigbench_1shot.csv +37 -0
  12. gpt_fi_small_bigbench_1shot.json +197 -0
  13. gpt_fi_small_bigbench_2shot.csv +37 -0
  14. gpt_fi_small_bigbench_2shot.json +197 -0
  15. gpt_fi_small_bigbench_3shot.csv +37 -0
  16. gpt_fi_small_bigbench_3shot.json +197 -0
gpt_fi_distill_bigbench_0shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.2846153846153846,0.039728679373624544,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.28,0.045126085985421276,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252604,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.55,0.049999999999999996,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.1,0.030151134457776348,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.52,0.05021167315686779,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.03588702812826373,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.46,0.05009082659620332,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.37,0.048523658709391,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.26,0.04408440022768079,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.47,0.05016135580465919,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.37,0.048523658709391,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252606,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.47,0.050161355804659205,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.49,0.05024183937956912,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.26,0.04408440022768078,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.22,0.04163331998932269,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.44,0.04988876515698589,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6470588235294118,0.0675830899592709,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.21875,0.032784644885244255,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.25252525252525254,0.043887175543277195,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.11428571428571428,0.03830171786284781,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.25289017341040465,0.016535570289795614,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5,0.043355498476206004,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.5,0.0354440602504168,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4473684210526316,0.05741427428755636,0
gpt_fi_distill_bigbench_0shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.2846153846153846,
5
+ "multiple_choice_grade_stderr": 0.039728679373624544
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.28,
9
+ "multiple_choice_grade_stderr": 0.045126085985421276
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6086956521739131,
13
+ "multiple_choice_grade_stderr": 0.10405096111532161
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.33,
17
+ "multiple_choice_grade_stderr": 0.04725815626252604
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.55,
21
+ "multiple_choice_grade_stderr": 0.049999999999999996
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.1,
25
+ "multiple_choice_grade_stderr": 0.030151134457776348
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.52,
29
+ "multiple_choice_grade_stderr": 0.05021167315686779
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.15,
33
+ "multiple_choice_grade_stderr": 0.03588702812826373
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.46,
37
+ "multiple_choice_grade_stderr": 0.05009082659620332
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.37,
41
+ "multiple_choice_grade_stderr": 0.048523658709391
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.26,
45
+ "multiple_choice_grade_stderr": 0.04408440022768079
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.21,
49
+ "multiple_choice_grade_stderr": 0.040936018074033256
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.47,
53
+ "multiple_choice_grade_stderr": 0.05016135580465919
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.38,
57
+ "multiple_choice_grade_stderr": 0.04878317312145633
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.37,
61
+ "multiple_choice_grade_stderr": 0.048523658709391
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.33,
65
+ "multiple_choice_grade_stderr": 0.04725815626252606
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.47,
69
+ "multiple_choice_grade_stderr": 0.050161355804659205
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.49,
73
+ "multiple_choice_grade_stderr": 0.05024183937956912
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.26,
77
+ "multiple_choice_grade_stderr": 0.04408440022768078
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.22,
81
+ "multiple_choice_grade_stderr": 0.04163331998932269
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.44,
85
+ "multiple_choice_grade_stderr": 0.04988876515698589
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.49019607843137253,
89
+ "multiple_choice_grade_stderr": 0.07069708383262727
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6470588235294118,
93
+ "multiple_choice_grade_stderr": 0.0675830899592709
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.49019607843137253,
97
+ "multiple_choice_grade_stderr": 0.07069708383262727
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.21875,
101
+ "multiple_choice_grade_stderr": 0.032784644885244255
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.25252525252525254,
105
+ "multiple_choice_grade_stderr": 0.043887175543277195
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.11428571428571428,
109
+ "multiple_choice_grade_stderr": 0.03830171786284781
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.41379310344827586,
113
+ "multiple_choice_grade_stderr": 0.06523484847771846
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.062155747381159164
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.25289017341040465,
129
+ "multiple_choice_grade_stderr": 0.016535570289795614
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5,
133
+ "multiple_choice_grade_stderr": 0.043355498476206004
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.5,
137
+ "multiple_choice_grade_stderr": 0.0354440602504168
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5333333333333333,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4473684210526316,
145
+ "multiple_choice_grade_stderr": 0.05741427428755636
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-distill",
189
+ "num_fewshot": 0,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_distill_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.2846153846153846,0.03972867937362452,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.49,0.05024183937956913,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.43478260869565216,0.10568965974008647,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.26,0.04408440022768079,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.44,0.04988876515698589,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.4,0.049236596391733084,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.36,0.048241815132442176,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.18,0.03861229196653694,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.44,0.04988876515698589,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.31,0.04648231987117316,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.26,0.0440844002276808,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.21,0.04093601807403325,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.43,0.04975698519562427,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.35,0.0479372485441102,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.24,0.042923469599092816,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.27,0.044619604333847394,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.35,0.04793724854411018,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.39,0.04902071300001975,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.24,0.042923469599092816,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252605,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.42,0.049604496374885836,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6078431372549019,0.0690463406339569,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5490196078431373,0.07037003311735829,0
26
+ bigbench_emotions,multiple_choice_grade,0.1125,0.02505889289668529,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.24242424242424243,0.04329004329004327,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.1,0.036115755925730735,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.06215574738115916,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.1531791907514451,0.013701137427942269,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.49,0.035436970729343674,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4473684210526316,0.05741427428755635,0
gpt_fi_distill_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.2846153846153846,
5
+ "multiple_choice_grade_stderr": 0.03972867937362452
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.49,
9
+ "multiple_choice_grade_stderr": 0.05024183937956913
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.43478260869565216,
13
+ "multiple_choice_grade_stderr": 0.10568965974008647
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.26,
17
+ "multiple_choice_grade_stderr": 0.04408440022768079
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.44,
21
+ "multiple_choice_grade_stderr": 0.04988876515698589
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.4,
25
+ "multiple_choice_grade_stderr": 0.049236596391733084
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.36,
29
+ "multiple_choice_grade_stderr": 0.048241815132442176
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.18,
33
+ "multiple_choice_grade_stderr": 0.03861229196653694
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.44,
37
+ "multiple_choice_grade_stderr": 0.04988876515698589
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.31,
41
+ "multiple_choice_grade_stderr": 0.04648231987117316
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.26,
45
+ "multiple_choice_grade_stderr": 0.0440844002276808
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.21,
49
+ "multiple_choice_grade_stderr": 0.04093601807403325
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.43,
53
+ "multiple_choice_grade_stderr": 0.04975698519562427
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.35,
57
+ "multiple_choice_grade_stderr": 0.0479372485441102
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.24,
61
+ "multiple_choice_grade_stderr": 0.042923469599092816
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.27,
65
+ "multiple_choice_grade_stderr": 0.044619604333847394
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.35,
69
+ "multiple_choice_grade_stderr": 0.04793724854411018
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.39,
73
+ "multiple_choice_grade_stderr": 0.04902071300001975
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.24,
77
+ "multiple_choice_grade_stderr": 0.042923469599092816
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.33,
81
+ "multiple_choice_grade_stderr": 0.04725815626252605
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.42,
85
+ "multiple_choice_grade_stderr": 0.049604496374885836
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5490196078431373,
89
+ "multiple_choice_grade_stderr": 0.07037003311735827
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6078431372549019,
93
+ "multiple_choice_grade_stderr": 0.0690463406339569
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5490196078431373,
97
+ "multiple_choice_grade_stderr": 0.07037003311735829
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.1125,
101
+ "multiple_choice_grade_stderr": 0.02505889289668529
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.24242424242424243,
105
+ "multiple_choice_grade_stderr": 0.04329004329004327
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.1,
109
+ "multiple_choice_grade_stderr": 0.036115755925730735
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.41379310344827586,
113
+ "multiple_choice_grade_stderr": 0.06523484847771846
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.288135593220339,
117
+ "multiple_choice_grade_stderr": 0.059467967781548406
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.06215574738115916
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.1531791907514451,
129
+ "multiple_choice_grade_stderr": 0.013701137427942269
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4925373134328358,
133
+ "multiple_choice_grade_stderr": 0.04335066912520505
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.49,
137
+ "multiple_choice_grade_stderr": 0.035436970729343674
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5166666666666667,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4473684210526316,
145
+ "multiple_choice_grade_stderr": 0.05741427428755635
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-distill",
189
+ "num_fewshot": 1,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_distill_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.27692307692307694,0.039398253452664705,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.49,0.05024183937956911,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.4782608695652174,0.10649955403405124,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.29,0.04560480215720683,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.5,0.050251890762960605,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.49,0.05024183937956912,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.42,0.049604496374885836,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.18,0.03861229196653697,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.34,0.04760952285695236,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.32,0.04688261722621503,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.04163331998932269,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.4,0.049236596391733084,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.36,0.04824181513244218,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.26,0.04408440022768077,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.29,0.04560480215720683,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.42,0.049604496374885836,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.26,0.04408440022768077,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.32,0.046882617226215034,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5882352941176471,0.06960093862470136,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5098039215686274,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.125,0.026227715908195403,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.23232323232323232,0.04266016017054687,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.15714285714285714,0.04381267429485675,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.05837517703884877,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.06215574738115916,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.16618497109826588,0.014160927802809148,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5447761194029851,0.04318130157253039,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.54,0.03533045720097817,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.42105263157894735,0.0570107958220067,0
gpt_fi_distill_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.27692307692307694,
5
+ "multiple_choice_grade_stderr": 0.039398253452664705
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.49,
9
+ "multiple_choice_grade_stderr": 0.05024183937956911
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.4782608695652174,
13
+ "multiple_choice_grade_stderr": 0.10649955403405124
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.29,
17
+ "multiple_choice_grade_stderr": 0.04560480215720683
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.5,
21
+ "multiple_choice_grade_stderr": 0.050251890762960605
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.49,
25
+ "multiple_choice_grade_stderr": 0.05024183937956912
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.42,
29
+ "multiple_choice_grade_stderr": 0.049604496374885836
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.18,
33
+ "multiple_choice_grade_stderr": 0.03861229196653697
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.34,
37
+ "multiple_choice_grade_stderr": 0.04760952285695236
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.32,
41
+ "multiple_choice_grade_stderr": 0.04688261722621503
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.22,
45
+ "multiple_choice_grade_stderr": 0.04163331998932269
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.23,
49
+ "multiple_choice_grade_stderr": 0.04229525846816506
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.4,
53
+ "multiple_choice_grade_stderr": 0.049236596391733084
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.36,
57
+ "multiple_choice_grade_stderr": 0.04824181513244218
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.26,
61
+ "multiple_choice_grade_stderr": 0.04408440022768077
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.3,
65
+ "multiple_choice_grade_stderr": 0.046056618647183814
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.29,
69
+ "multiple_choice_grade_stderr": 0.04560480215720683
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.42,
73
+ "multiple_choice_grade_stderr": 0.049604496374885836
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.17,
77
+ "multiple_choice_grade_stderr": 0.0377525168068637
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.26,
81
+ "multiple_choice_grade_stderr": 0.04408440022768077
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.32,
85
+ "multiple_choice_grade_stderr": 0.046882617226215034
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5882352941176471,
89
+ "multiple_choice_grade_stderr": 0.06960093862470136
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.5294117647058824,
93
+ "multiple_choice_grade_stderr": 0.07058823529411762
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5098039215686274,
97
+ "multiple_choice_grade_stderr": 0.07069708383262727
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.125,
101
+ "multiple_choice_grade_stderr": 0.026227715908195403
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.23232323232323232,
105
+ "multiple_choice_grade_stderr": 0.04266016017054687
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.15714285714285714,
109
+ "multiple_choice_grade_stderr": 0.04381267429485675
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.43103448275862066,
113
+ "multiple_choice_grade_stderr": 0.06559361295281742
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.05837517703884877
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.06215574738115916
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.16618497109826588,
129
+ "multiple_choice_grade_stderr": 0.014160927802809148
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5447761194029851,
133
+ "multiple_choice_grade_stderr": 0.04318130157253039
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.54,
137
+ "multiple_choice_grade_stderr": 0.03533045720097817
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5166666666666667,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.42105263157894735,
145
+ "multiple_choice_grade_stderr": 0.0570107958220067
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-distill",
189
+ "num_fewshot": 2,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_distill_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.2923076923076923,0.0400449268361614,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.49,0.05024183937956912,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.34782608695652173,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.32,0.046882617226215034,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.45,0.05,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.53,0.05016135580465919,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.37,0.04852365870939099,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.0358870281282637,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.28,0.04512608598542127,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.23,0.04229525846816505,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.19,0.03942772444036625,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.36,0.04824181513244218,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.3,0.046056618647183814,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.24,0.04292346959909282,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.34,0.04760952285695236,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.16,0.03684529491774708,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.27,0.04461960433384739,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.24,0.04292346959909284,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5686274509803921,0.07004145529212452,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6078431372549019,0.0690463406339569,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.125,0.026227715908195403,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.30303030303030304,0.04642339954443119,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.14285714285714285,0.04212627318711345,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2542372881355932,0.05717497183586485,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.06215574738115916,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.1777456647398844,0.014543320357233144,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5223880597014925,0.043312014931941,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.56,0.03518793763172072,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4473684210526316,0.05741427428755636,0
gpt_fi_distill_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.2923076923076923,
5
+ "multiple_choice_grade_stderr": 0.0400449268361614
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.49,
9
+ "multiple_choice_grade_stderr": 0.05024183937956912
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.34782608695652173,
13
+ "multiple_choice_grade_stderr": 0.10154334054280735
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.32,
17
+ "multiple_choice_grade_stderr": 0.046882617226215034
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.45,
21
+ "multiple_choice_grade_stderr": 0.05
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.53,
25
+ "multiple_choice_grade_stderr": 0.05016135580465919
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.37,
29
+ "multiple_choice_grade_stderr": 0.04852365870939099
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.15,
33
+ "multiple_choice_grade_stderr": 0.0358870281282637
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.3,
37
+ "multiple_choice_grade_stderr": 0.046056618647183814
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.28,
41
+ "multiple_choice_grade_stderr": 0.04512608598542127
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.23,
45
+ "multiple_choice_grade_stderr": 0.04229525846816505
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.19,
49
+ "multiple_choice_grade_stderr": 0.03942772444036625
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.3,
53
+ "multiple_choice_grade_stderr": 0.046056618647183814
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.36,
57
+ "multiple_choice_grade_stderr": 0.04824181513244218
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.3,
61
+ "multiple_choice_grade_stderr": 0.046056618647183814
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.24,
65
+ "multiple_choice_grade_stderr": 0.04292346959909282
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.25,
69
+ "multiple_choice_grade_stderr": 0.04351941398892446
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.34,
73
+ "multiple_choice_grade_stderr": 0.04760952285695236
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.16,
77
+ "multiple_choice_grade_stderr": 0.03684529491774708
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.27,
81
+ "multiple_choice_grade_stderr": 0.04461960433384739
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.24,
85
+ "multiple_choice_grade_stderr": 0.04292346959909284
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5686274509803921,
89
+ "multiple_choice_grade_stderr": 0.07004145529212452
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6078431372549019,
93
+ "multiple_choice_grade_stderr": 0.0690463406339569
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5686274509803921,
97
+ "multiple_choice_grade_stderr": 0.07004145529212454
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.125,
101
+ "multiple_choice_grade_stderr": 0.026227715908195403
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.30303030303030304,
105
+ "multiple_choice_grade_stderr": 0.04642339954443119
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.14285714285714285,
109
+ "multiple_choice_grade_stderr": 0.04212627318711345
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.43103448275862066,
113
+ "multiple_choice_grade_stderr": 0.06559361295281742
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2542372881355932,
117
+ "multiple_choice_grade_stderr": 0.05717497183586485
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.06215574738115916
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.1777456647398844,
129
+ "multiple_choice_grade_stderr": 0.014543320357233144
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5223880597014925,
133
+ "multiple_choice_grade_stderr": 0.043312014931941
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.56,
137
+ "multiple_choice_grade_stderr": 0.03518793763172072
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5,
141
+ "multiple_choice_grade_stderr": 0.06509445549041193
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4473684210526316,
145
+ "multiple_choice_grade_stderr": 0.05741427428755636
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-distill",
189
+ "num_fewshot": 3,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_small_bigbench_0shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.36153846153846153,0.042300915595389274,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.09,0.028762349126466146,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.391304347826087,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999998,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.2,0.040201512610368445,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.0,0.0,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.2,0.04020151261036845,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.0,0.0,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.04,0.019694638556693216,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.0,0.0,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.05,0.021904291355759047,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.0,0.0,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.0,0.0,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.0,0.0,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.04,0.019694638556693223,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.0,0.0,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.0,0.0,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.0,0.0,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.01,0.009999999999999998,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.0,0.0,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6078431372549019,0.0690463406339569,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
26
+ bigbench_emotions,multiple_choice_grade,0.19375,0.03134419765148075,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.20202020202020202,0.040558353023247305,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.17142857142857143,0.045371384764595485,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.05837517703884877,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.18208092485549132,0.014680754290572794,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5298507462686567,0.04327816419216089,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.505,0.03544228800309697,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4605263157894737,0.057554823516927214,0
gpt_fi_small_bigbench_0shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.36153846153846153,
5
+ "multiple_choice_grade_stderr": 0.042300915595389274
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.09,
9
+ "multiple_choice_grade_stderr": 0.028762349126466146
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.391304347826087,
13
+ "multiple_choice_grade_stderr": 0.10405096111532161
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.01,
17
+ "multiple_choice_grade_stderr": 0.009999999999999998
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.2,
21
+ "multiple_choice_grade_stderr": 0.040201512610368445
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.0,
25
+ "multiple_choice_grade_stderr": 0.0
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.2,
29
+ "multiple_choice_grade_stderr": 0.04020151261036845
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.0,
33
+ "multiple_choice_grade_stderr": 0.0
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.04,
37
+ "multiple_choice_grade_stderr": 0.019694638556693216
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.0,
41
+ "multiple_choice_grade_stderr": 0.0
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.05,
45
+ "multiple_choice_grade_stderr": 0.021904291355759047
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.0,
49
+ "multiple_choice_grade_stderr": 0.0
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.0,
53
+ "multiple_choice_grade_stderr": 0.0
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.0,
57
+ "multiple_choice_grade_stderr": 0.0
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.04,
61
+ "multiple_choice_grade_stderr": 0.019694638556693223
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.0,
65
+ "multiple_choice_grade_stderr": 0.0
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.0,
69
+ "multiple_choice_grade_stderr": 0.0
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.0,
73
+ "multiple_choice_grade_stderr": 0.0
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.01,
77
+ "multiple_choice_grade_stderr": 0.009999999999999998
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.0,
81
+ "multiple_choice_grade_stderr": 0.0
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.0,
85
+ "multiple_choice_grade_stderr": 0.0
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5294117647058824,
89
+ "multiple_choice_grade_stderr": 0.07058823529411762
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6078431372549019,
93
+ "multiple_choice_grade_stderr": 0.0690463406339569
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5490196078431373,
97
+ "multiple_choice_grade_stderr": 0.07037003311735827
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.19375,
101
+ "multiple_choice_grade_stderr": 0.03134419765148075
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.20202020202020202,
105
+ "multiple_choice_grade_stderr": 0.040558353023247305
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.17142857142857143,
109
+ "multiple_choice_grade_stderr": 0.045371384764595485
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.41379310344827586,
113
+ "multiple_choice_grade_stderr": 0.06523484847771846
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.05837517703884877
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.062155747381159164
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.18208092485549132,
129
+ "multiple_choice_grade_stderr": 0.014680754290572794
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5298507462686567,
133
+ "multiple_choice_grade_stderr": 0.04327816419216089
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.505,
137
+ "multiple_choice_grade_stderr": 0.03544228800309697
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5333333333333333,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4605263157894737,
145
+ "multiple_choice_grade_stderr": 0.057554823516927214
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-small",
189
+ "num_fewshot": 0,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_small_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3153846153846154,0.04091181286955816,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.32,0.04688261722621504,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.43478260869565216,0.10568965974008647,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.13,0.033799766898963086,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.26,0.0440844002276808,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.02,0.014070529413628957,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.33,0.04725815626252606,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.03,0.01714466079977653,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.08,0.0272659924344291,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.07,0.025643239997624294,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.12,0.03265986323710906,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.0,0.0,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.02,0.014070529413628952,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.07,0.025643239997624294,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.13,0.0337997668989631,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.02,0.014070529413628954,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.03,0.01714466079977653,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.03,0.017144660799776532,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.09,0.028762349126466143,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.01,0.009999999999999997,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5882352941176471,0.06960093862470136,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.5686274509803921,0.07004145529212452,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.15625,0.02879508360159146,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.23232323232323232,0.04266016017054687,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.15714285714285714,0.04381267429485675,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.05837517703884877,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.15895953757225434,0.013909538366853606,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.495,0.03544228800309697,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4605263157894737,0.057554823516927214,0
gpt_fi_small_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3153846153846154,
5
+ "multiple_choice_grade_stderr": 0.04091181286955816
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.32,
9
+ "multiple_choice_grade_stderr": 0.04688261722621504
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.43478260869565216,
13
+ "multiple_choice_grade_stderr": 0.10568965974008647
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.13,
17
+ "multiple_choice_grade_stderr": 0.033799766898963086
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.26,
21
+ "multiple_choice_grade_stderr": 0.0440844002276808
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.02,
25
+ "multiple_choice_grade_stderr": 0.014070529413628957
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.33,
29
+ "multiple_choice_grade_stderr": 0.04725815626252606
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.03,
33
+ "multiple_choice_grade_stderr": 0.01714466079977653
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.08,
37
+ "multiple_choice_grade_stderr": 0.0272659924344291
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.07,
41
+ "multiple_choice_grade_stderr": 0.025643239997624294
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.12,
45
+ "multiple_choice_grade_stderr": 0.03265986323710906
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.0,
49
+ "multiple_choice_grade_stderr": 0.0
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.02,
53
+ "multiple_choice_grade_stderr": 0.014070529413628952
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.07,
57
+ "multiple_choice_grade_stderr": 0.025643239997624294
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.13,
61
+ "multiple_choice_grade_stderr": 0.0337997668989631
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.02,
65
+ "multiple_choice_grade_stderr": 0.014070529413628954
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.03,
69
+ "multiple_choice_grade_stderr": 0.01714466079977653
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.03,
73
+ "multiple_choice_grade_stderr": 0.017144660799776532
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.09,
77
+ "multiple_choice_grade_stderr": 0.028762349126466143
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.0,
81
+ "multiple_choice_grade_stderr": 0.0
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.01,
85
+ "multiple_choice_grade_stderr": 0.009999999999999997
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5882352941176471,
89
+ "multiple_choice_grade_stderr": 0.06960093862470136
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.5686274509803921,
93
+ "multiple_choice_grade_stderr": 0.07004145529212452
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5294117647058824,
97
+ "multiple_choice_grade_stderr": 0.07058823529411762
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.15625,
101
+ "multiple_choice_grade_stderr": 0.02879508360159146
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.23232323232323232,
105
+ "multiple_choice_grade_stderr": 0.04266016017054687
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.15714285714285714,
109
+ "multiple_choice_grade_stderr": 0.04381267429485675
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.41379310344827586,
113
+ "multiple_choice_grade_stderr": 0.06523484847771846
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.05837517703884877
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3050847457627119,
121
+ "multiple_choice_grade_stderr": 0.060459168847106955
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.15895953757225434,
129
+ "multiple_choice_grade_stderr": 0.013909538366853606
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4925373134328358,
133
+ "multiple_choice_grade_stderr": 0.04335066912520505
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.495,
137
+ "multiple_choice_grade_stderr": 0.03544228800309697
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5166666666666667,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4605263157894737,
145
+ "multiple_choice_grade_stderr": 0.057554823516927214
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-small",
189
+ "num_fewshot": 1,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_small_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.33076923076923076,0.041424344670265414,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.26,0.04408440022768077,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5217391304347826,0.10649955403405122,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.13,0.03379976689896309,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.27,0.044619604333847394,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.02,0.014070529413628952,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.36,0.04824181513244218,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.05,0.021904291355759033,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.04,0.01969463855669324,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.04,0.0196946385566932,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.14,0.03487350880197769,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.05,0.021904291355759026,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.02,0.014070529413628952,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.1,0.030151134457776348,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.12,0.03265986323710905,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999997,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.03,0.017144660799776522,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.08,0.027265992434429103,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.09,0.02876234912646613,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.0,0.0,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.5686274509803921,0.07004145529212452,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5490196078431373,0.07037003311735829,0
26
+ bigbench_emotions,multiple_choice_grade,0.10625,0.024438465594814447,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.20202020202020202,0.04055835302324732,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.14285714285714285,0.04212627318711345,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.05837517703884877,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17196531791907516,0.014355081864225199,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.44776119402985076,0.04311822418389972,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.525,0.035399727449764204,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4605263157894737,0.057554823516927214,0
gpt_fi_small_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.33076923076923076,
5
+ "multiple_choice_grade_stderr": 0.041424344670265414
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.26,
9
+ "multiple_choice_grade_stderr": 0.04408440022768077
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.5217391304347826,
13
+ "multiple_choice_grade_stderr": 0.10649955403405122
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.13,
17
+ "multiple_choice_grade_stderr": 0.03379976689896309
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.27,
21
+ "multiple_choice_grade_stderr": 0.044619604333847394
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.02,
25
+ "multiple_choice_grade_stderr": 0.014070529413628952
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.36,
29
+ "multiple_choice_grade_stderr": 0.04824181513244218
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.05,
33
+ "multiple_choice_grade_stderr": 0.021904291355759033
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.04,
37
+ "multiple_choice_grade_stderr": 0.01969463855669324
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.04,
41
+ "multiple_choice_grade_stderr": 0.0196946385566932
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.14,
45
+ "multiple_choice_grade_stderr": 0.03487350880197769
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.05,
49
+ "multiple_choice_grade_stderr": 0.021904291355759026
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.02,
53
+ "multiple_choice_grade_stderr": 0.014070529413628952
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.1,
57
+ "multiple_choice_grade_stderr": 0.030151134457776348
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.12,
61
+ "multiple_choice_grade_stderr": 0.03265986323710905
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.01,
65
+ "multiple_choice_grade_stderr": 0.009999999999999997
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.03,
69
+ "multiple_choice_grade_stderr": 0.017144660799776522
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.08,
73
+ "multiple_choice_grade_stderr": 0.027265992434429103
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.09,
77
+ "multiple_choice_grade_stderr": 0.02876234912646613
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.0,
81
+ "multiple_choice_grade_stderr": 0.0
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.0,
85
+ "multiple_choice_grade_stderr": 0.0
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5490196078431373,
89
+ "multiple_choice_grade_stderr": 0.07037003311735827
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.5686274509803921,
93
+ "multiple_choice_grade_stderr": 0.07004145529212452
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5490196078431373,
97
+ "multiple_choice_grade_stderr": 0.07037003311735829
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.10625,
101
+ "multiple_choice_grade_stderr": 0.024438465594814447
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.20202020202020202,
105
+ "multiple_choice_grade_stderr": 0.04055835302324732
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.14285714285714285,
109
+ "multiple_choice_grade_stderr": 0.04212627318711345
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.43103448275862066,
113
+ "multiple_choice_grade_stderr": 0.06559361295281742
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.05837517703884877
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3050847457627119,
121
+ "multiple_choice_grade_stderr": 0.060459168847106955
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.17196531791907516,
129
+ "multiple_choice_grade_stderr": 0.014355081864225199
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.44776119402985076,
133
+ "multiple_choice_grade_stderr": 0.04311822418389972
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.525,
137
+ "multiple_choice_grade_stderr": 0.035399727449764204
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5166666666666667,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4605263157894737,
145
+ "multiple_choice_grade_stderr": 0.057554823516927214
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-small",
189
+ "num_fewshot": 2,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt_fi_small_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3230769230769231,0.04117444688605598,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.25,0.04351941398892446,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.34782608695652173,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.15,0.035887028128263714,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.01,0.009999999999999998,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.05,0.021904291355759033,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.04,0.01969463855669324,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.04,0.01969463855669321,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.13,0.03379976689896309,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.04,0.01969463855669323,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.04,0.0196946385566932,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.11,0.03144660377352203,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.11,0.03144660377352203,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999997,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.05,0.021904291355759026,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.07,0.025643239997624294,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.07,0.025643239997624294,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.0,0.0,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.7450980392156863,0.06163228880588907,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.14375,0.02782310897584524,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.32323232323232326,0.047245903445151234,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.15714285714285714,0.043812674294856725,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.2023121387283237,0.015282290065786557,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5447761194029851,0.043181301572530396,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.54,0.03533045720097817,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.55,0.06476816543825593,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4605263157894737,0.057554823516927214,0
gpt_fi_small_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3230769230769231,
5
+ "multiple_choice_grade_stderr": 0.04117444688605598
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.25,
9
+ "multiple_choice_grade_stderr": 0.04351941398892446
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.34782608695652173,
13
+ "multiple_choice_grade_stderr": 0.10154334054280735
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.15,
17
+ "multiple_choice_grade_stderr": 0.035887028128263714
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.25,
21
+ "multiple_choice_grade_stderr": 0.04351941398892446
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.01,
25
+ "multiple_choice_grade_stderr": 0.009999999999999998
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.31,
29
+ "multiple_choice_grade_stderr": 0.04648231987117316
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.05,
33
+ "multiple_choice_grade_stderr": 0.021904291355759033
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.04,
37
+ "multiple_choice_grade_stderr": 0.01969463855669324
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.04,
41
+ "multiple_choice_grade_stderr": 0.01969463855669321
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.13,
45
+ "multiple_choice_grade_stderr": 0.03379976689896309
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.04,
49
+ "multiple_choice_grade_stderr": 0.01969463855669323
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.04,
53
+ "multiple_choice_grade_stderr": 0.0196946385566932
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.11,
57
+ "multiple_choice_grade_stderr": 0.03144660377352203
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.11,
61
+ "multiple_choice_grade_stderr": 0.03144660377352203
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.01,
65
+ "multiple_choice_grade_stderr": 0.009999999999999997
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.05,
69
+ "multiple_choice_grade_stderr": 0.021904291355759026
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.07,
73
+ "multiple_choice_grade_stderr": 0.025643239997624294
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.07,
77
+ "multiple_choice_grade_stderr": 0.025643239997624294
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.0,
81
+ "multiple_choice_grade_stderr": 0.0
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.0,
85
+ "multiple_choice_grade_stderr": 0.0
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5490196078431373,
89
+ "multiple_choice_grade_stderr": 0.07037003311735827
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.7450980392156863,
93
+ "multiple_choice_grade_stderr": 0.06163228880588907
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5686274509803921,
97
+ "multiple_choice_grade_stderr": 0.07004145529212454
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.14375,
101
+ "multiple_choice_grade_stderr": 0.02782310897584524
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.32323232323232326,
105
+ "multiple_choice_grade_stderr": 0.047245903445151234
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.15714285714285714,
109
+ "multiple_choice_grade_stderr": 0.043812674294856725
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.43103448275862066,
113
+ "multiple_choice_grade_stderr": 0.06559361295281742
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.288135593220339,
121
+ "multiple_choice_grade_stderr": 0.059467967781548406
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.2023121387283237,
129
+ "multiple_choice_grade_stderr": 0.015282290065786557
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5447761194029851,
133
+ "multiple_choice_grade_stderr": 0.043181301572530396
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.54,
137
+ "multiple_choice_grade_stderr": 0.03533045720097817
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.55,
141
+ "multiple_choice_grade_stderr": 0.06476816543825593
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4605263157894737,
145
+ "multiple_choice_grade_stderr": 0.057554823516927214
146
+ }
147
+ },
148
+ "versions": {
149
+ "bigbench_analogies": 0,
150
+ "bigbench_arithmetic_1_digit_addition": 0,
151
+ "bigbench_arithmetic_1_digit_division": 0,
152
+ "bigbench_arithmetic_1_digit_multiplication": 0,
153
+ "bigbench_arithmetic_1_digit_subtraction": 0,
154
+ "bigbench_arithmetic_2_digit_addition": 0,
155
+ "bigbench_arithmetic_2_digit_division": 0,
156
+ "bigbench_arithmetic_2_digit_multiplication": 0,
157
+ "bigbench_arithmetic_2_digit_subtraction": 0,
158
+ "bigbench_arithmetic_3_digit_addition": 0,
159
+ "bigbench_arithmetic_3_digit_division": 0,
160
+ "bigbench_arithmetic_3_digit_multiplication": 0,
161
+ "bigbench_arithmetic_3_digit_subtraction": 0,
162
+ "bigbench_arithmetic_4_digit_addition": 0,
163
+ "bigbench_arithmetic_4_digit_division": 0,
164
+ "bigbench_arithmetic_4_digit_multiplication": 0,
165
+ "bigbench_arithmetic_4_digit_subtraction": 0,
166
+ "bigbench_arithmetic_5_digit_addition": 0,
167
+ "bigbench_arithmetic_5_digit_division": 0,
168
+ "bigbench_arithmetic_5_digit_multiplication": 0,
169
+ "bigbench_arithmetic_5_digit_subtraction": 0,
170
+ "bigbench_cause_and_effect_one_sentence": 0,
171
+ "bigbench_cause_and_effect_one_sentence_no_prompt": 0,
172
+ "bigbench_cause_and_effect_two_sentences": 0,
173
+ "bigbench_emotions": 0,
174
+ "bigbench_empirical_judgments": 0,
175
+ "bigbench_general_knowledge": 0,
176
+ "bigbench_hhh_alignment_harmless": 0,
177
+ "bigbench_hhh_alignment_helpful": 0,
178
+ "bigbench_hhh_alignment_honest": 0,
179
+ "bigbench_hhh_alignment_other": 0,
180
+ "bigbench_intent_recognition": 0,
181
+ "bigbench_misconceptions": 0,
182
+ "bigbench_paraphrase": 0,
183
+ "bigbench_sentence_ambiguity": 0,
184
+ "bigbench_similarities_abstraction": 0
185
+ },
186
+ "config": {
187
+ "model": "hf-causal",
188
+ "model_args": "pretrained=gpt-fi-small",
189
+ "num_fewshot": 3,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }