Muennighoff commited on
Commit
79b60e5
1 Parent(s): 1e119e1
gpt2_finnish_bigbench_0shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.23846153846153847,0.03751977598816766,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.35,0.04793724854411019,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280736,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.16,0.03684529491774707,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.29,0.04560480215720683,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.09,0.028762349126466146,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.46,0.05009082659620333,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594166,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.14,0.034873508801977725,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.03,0.017144660799776557,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.04,0.019694638556693216,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.02,0.01407052941362896,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.16,0.0368452949177471,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.18,0.03861229196653694,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.1,0.030151134457776334,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.08,0.027265992434429086,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.13,0.033799766898963086,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.1,0.030151134457776334,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.08,0.0272659924344291,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.03,0.017144660799776525,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.45098039215686275,0.0703700331173583,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6862745098039216,0.06562039423796669,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.6666666666666666,0.06666666666666664,0
26
+ bigbench_emotions,multiple_choice_grade,0.2,0.031722063428725716,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.32323232323232326,0.047245903445151234,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.21428571428571427,0.049397433914866055,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.05837517703884876,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.6046511627906976,0.07544284088704808,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.18063583815028902,0.014635292876381762,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.48507462686567165,0.04333617784312701,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.525,0.035399727449764204,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.47368421052631576,0.057655006053175376,0
gpt2_finnish_bigbench_0shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.23846153846153847,
5
+ "multiple_choice_grade_stderr": 0.03751977598816766
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.35,
9
+ "multiple_choice_grade_stderr": 0.04793724854411019
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6521739130434783,
13
+ "multiple_choice_grade_stderr": 0.10154334054280736
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.16,
17
+ "multiple_choice_grade_stderr": 0.03684529491774707
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.29,
21
+ "multiple_choice_grade_stderr": 0.04560480215720683
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.09,
25
+ "multiple_choice_grade_stderr": 0.028762349126466146
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.46,
29
+ "multiple_choice_grade_stderr": 0.05009082659620333
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.06,
33
+ "multiple_choice_grade_stderr": 0.023868325657594166
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.14,
37
+ "multiple_choice_grade_stderr": 0.034873508801977725
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.03,
41
+ "multiple_choice_grade_stderr": 0.017144660799776557
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.17,
45
+ "multiple_choice_grade_stderr": 0.0377525168068637
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.04,
49
+ "multiple_choice_grade_stderr": 0.019694638556693216
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.02,
53
+ "multiple_choice_grade_stderr": 0.01407052941362896
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.16,
57
+ "multiple_choice_grade_stderr": 0.0368452949177471
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.18,
61
+ "multiple_choice_grade_stderr": 0.03861229196653694
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.1,
65
+ "multiple_choice_grade_stderr": 0.030151134457776334
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.08,
69
+ "multiple_choice_grade_stderr": 0.027265992434429086
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.13,
73
+ "multiple_choice_grade_stderr": 0.033799766898963086
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.1,
77
+ "multiple_choice_grade_stderr": 0.030151134457776334
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.08,
81
+ "multiple_choice_grade_stderr": 0.0272659924344291
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.03,
85
+ "multiple_choice_grade_stderr": 0.017144660799776525
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.45098039215686275,
89
+ "multiple_choice_grade_stderr": 0.0703700331173583
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6862745098039216,
93
+ "multiple_choice_grade_stderr": 0.06562039423796669
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.6666666666666666,
97
+ "multiple_choice_grade_stderr": 0.06666666666666664
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.2,
101
+ "multiple_choice_grade_stderr": 0.031722063428725716
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": 0.21428571428571427,
109
+ "multiple_choice_grade_stderr": 0.049397433914866055
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.4482758620689655,
113
+ "multiple_choice_grade_stderr": 0.06587130109529918
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.05837517703884876
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
121
+ "multiple_choice_grade_stderr": 0.0634959746661109
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.6046511627906976,
125
+ "multiple_choice_grade_stderr": 0.07544284088704808
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.18063583815028902,
129
+ "multiple_choice_grade_stderr": 0.014635292876381762
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.48507462686567165,
133
+ "multiple_choice_grade_stderr": 0.04333617784312701
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": 0.5333333333333333,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.47368421052631576,
145
+ "multiple_choice_grade_stderr": 0.057655006053175376
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-finnish",
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
+ }
gpt2_finnish_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.25384615384615383,0.038318158508745,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.35,0.047937248544110196,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.43478260869565216,0.10568965974008647,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.14,0.03487350880197769,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.4,0.04923659639173309,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.32,0.046882617226215034,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.07,0.025643239997624294,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.1,0.030151134457776334,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.19,0.03942772444036623,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.09,0.028762349126466125,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.28,0.045126085985421276,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.13,0.03379976689896308,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.13,0.03379976689896308,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.29,0.04560480215720684,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.08,0.027265992434429093,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.12,0.03265986323710906,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.07,0.025643239997624294,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6274509803921569,0.0683748853888733,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5882352941176471,0.06960093862470136,0
26
+ bigbench_emotions,multiple_choice_grade,0.1,0.023791547571544308,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.24242424242424243,0.04329004329004327,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.05714285714285714,0.02794340839553291,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.46551724137931033,0.06606893520605227,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.05837517703884876,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.13583815028901733,0.013033750423196561,0
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,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4605263157894737,0.057554823516927214,0
gpt2_finnish_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.25384615384615383,
5
+ "multiple_choice_grade_stderr": 0.038318158508745
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.35,
9
+ "multiple_choice_grade_stderr": 0.047937248544110196
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": 0.14,
17
+ "multiple_choice_grade_stderr": 0.03487350880197769
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.4,
21
+ "multiple_choice_grade_stderr": 0.04923659639173309
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.21,
25
+ "multiple_choice_grade_stderr": 0.040936018074033256
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.32,
29
+ "multiple_choice_grade_stderr": 0.046882617226215034
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.07,
33
+ "multiple_choice_grade_stderr": 0.025643239997624294
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.25,
37
+ "multiple_choice_grade_stderr": 0.04351941398892446
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.1,
41
+ "multiple_choice_grade_stderr": 0.030151134457776334
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.19,
45
+ "multiple_choice_grade_stderr": 0.03942772444036623
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.09,
49
+ "multiple_choice_grade_stderr": 0.028762349126466125
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.28,
53
+ "multiple_choice_grade_stderr": 0.045126085985421276
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.13,
57
+ "multiple_choice_grade_stderr": 0.03379976689896308
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.17,
61
+ "multiple_choice_grade_stderr": 0.0377525168068637
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.13,
65
+ "multiple_choice_grade_stderr": 0.03379976689896308
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.29,
69
+ "multiple_choice_grade_stderr": 0.04560480215720684
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.08,
73
+ "multiple_choice_grade_stderr": 0.027265992434429093
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.12,
77
+ "multiple_choice_grade_stderr": 0.03265986323710906
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.07,
81
+ "multiple_choice_grade_stderr": 0.025643239997624294
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.31,
85
+ "multiple_choice_grade_stderr": 0.04648231987117316
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5686274509803921,
89
+ "multiple_choice_grade_stderr": 0.07004145529212454
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6274509803921569,
93
+ "multiple_choice_grade_stderr": 0.0683748853888733
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5882352941176471,
97
+ "multiple_choice_grade_stderr": 0.06960093862470136
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.1,
101
+ "multiple_choice_grade_stderr": 0.023791547571544308
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": 0.05714285714285714,
109
+ "multiple_choice_grade_stderr": 0.02794340839553291
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.46551724137931033,
113
+ "multiple_choice_grade_stderr": 0.06606893520605227
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.05837517703884876
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
121
+ "multiple_choice_grade_stderr": 0.0634959746661109
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.13583815028901733,
129
+ "multiple_choice_grade_stderr": 0.013033750423196561
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": 0.5333333333333333,
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-finnish",
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
+ }
gpt2_finnish_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3153846153846154,0.04091181286955817,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.35,0.047937248544110175,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.15,0.03588702812826371,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.36,0.048241815132442176,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.15,0.03588702812826371,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.04,0.019694638556693237,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.14,0.0348735088019777,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.09,0.028762349126466143,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.18,0.038612291966536955,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.05,0.021904291355759026,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.26,0.0440844002276808,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.1,0.030151134457776334,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.15,0.03588702812826371,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.07,0.025643239997624294,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.29,0.045604802157206845,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.12,0.03265986323710906,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.14,0.0348735088019777,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.08,0.0272659924344291,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.26,0.04408440022768079,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5490196078431373,0.07037003311735829,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6470588235294118,0.06758308995927091,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.6274509803921569,0.06837488538887332,0
26
+ bigbench_emotions,multiple_choice_grade,0.14375,0.02782310897584524,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.23232323232323232,0.04266016017054687,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.11428571428571428,0.03830171786284782,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.5,0.06622661785325219,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.22033898305084745,0.05442326385157391,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.13439306358381503,0.012975071726816043,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.47761194029850745,0.043312014931941,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.49,0.035436970729343674,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4868421052631579,0.05771503210384553,0
gpt2_finnish_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3153846153846154,
5
+ "multiple_choice_grade_stderr": 0.04091181286955817
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.35,
9
+ "multiple_choice_grade_stderr": 0.047937248544110175
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": 0.15,
17
+ "multiple_choice_grade_stderr": 0.03588702812826371
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.36,
21
+ "multiple_choice_grade_stderr": 0.048241815132442176
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.15,
25
+ "multiple_choice_grade_stderr": 0.03588702812826371
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": 0.04,
33
+ "multiple_choice_grade_stderr": 0.019694638556693237
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.14,
37
+ "multiple_choice_grade_stderr": 0.0348735088019777
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.09,
41
+ "multiple_choice_grade_stderr": 0.028762349126466143
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.18,
45
+ "multiple_choice_grade_stderr": 0.038612291966536955
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": 0.26,
53
+ "multiple_choice_grade_stderr": 0.0440844002276808
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.1,
57
+ "multiple_choice_grade_stderr": 0.030151134457776334
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.15,
61
+ "multiple_choice_grade_stderr": 0.03588702812826371
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.07,
65
+ "multiple_choice_grade_stderr": 0.025643239997624294
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.29,
69
+ "multiple_choice_grade_stderr": 0.045604802157206845
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.12,
73
+ "multiple_choice_grade_stderr": 0.03265986323710906
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.14,
77
+ "multiple_choice_grade_stderr": 0.0348735088019777
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.08,
81
+ "multiple_choice_grade_stderr": 0.0272659924344291
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.26,
85
+ "multiple_choice_grade_stderr": 0.04408440022768079
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5490196078431373,
89
+ "multiple_choice_grade_stderr": 0.07037003311735829
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6470588235294118,
93
+ "multiple_choice_grade_stderr": 0.06758308995927091
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.6274509803921569,
97
+ "multiple_choice_grade_stderr": 0.06837488538887332
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": 0.23232323232323232,
105
+ "multiple_choice_grade_stderr": 0.04266016017054687
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.11428571428571428,
109
+ "multiple_choice_grade_stderr": 0.03830171786284782
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.5,
113
+ "multiple_choice_grade_stderr": 0.06622661785325219
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.22033898305084745,
117
+ "multiple_choice_grade_stderr": 0.05442326385157391
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": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.13439306358381503,
129
+ "multiple_choice_grade_stderr": 0.012975071726816043
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.47761194029850745,
133
+ "multiple_choice_grade_stderr": 0.043312014931941
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": 0.5,
141
+ "multiple_choice_grade_stderr": 0.06509445549041193
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.4868421052631579,
145
+ "multiple_choice_grade_stderr": 0.05771503210384553
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-finnish",
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
+ }
gpt2_finnish_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,0.27,0.0446196043338474,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.14,0.034873508801977704,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.35,0.047937248544110196,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.1,0.030151134457776348,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.03,0.017144660799776522,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.05,0.021904291355759026,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.05,0.021904291355759026,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.15,0.03588702812826372,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594197,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.07,0.025643239997624294,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.12,0.032659863237109066,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.11,0.03144660377352203,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.08,0.027265992434429103,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.07,0.02564323999762429,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.13,0.033799766898963086,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.1,0.030151134457776334,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999995,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.1,0.030151134457776348,0
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,0.6470588235294118,0.0675830899592709,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.6274509803921569,0.06837488538887332,0
26
+ bigbench_emotions,multiple_choice_grade,0.10625,0.02443846559481445,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3434343434343434,0.04796759058757481,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.08571428571428572,0.03370101854969077,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.5,0.06622661785325219,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2542372881355932,0.05717497183586486,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3220338983050847,0.06135370413564329,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.12572254335260116,0.012612239102334798,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5373134328358209,0.04323460286839717,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.535,0.035357115664894224,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4605263157894737,0.0575548235169272,0
gpt2_finnish_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": 0.27,
9
+ "multiple_choice_grade_stderr": 0.0446196043338474
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6521739130434783,
13
+ "multiple_choice_grade_stderr": 0.10154334054280735
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.14,
17
+ "multiple_choice_grade_stderr": 0.034873508801977704
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.35,
21
+ "multiple_choice_grade_stderr": 0.047937248544110196
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": 0.31,
29
+ "multiple_choice_grade_stderr": 0.04648231987117316
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.03,
33
+ "multiple_choice_grade_stderr": 0.017144660799776522
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.05,
37
+ "multiple_choice_grade_stderr": 0.021904291355759026
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.05,
41
+ "multiple_choice_grade_stderr": 0.021904291355759026
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.15,
45
+ "multiple_choice_grade_stderr": 0.03588702812826372
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.06,
49
+ "multiple_choice_grade_stderr": 0.023868325657594197
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.07,
53
+ "multiple_choice_grade_stderr": 0.025643239997624294
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.12,
57
+ "multiple_choice_grade_stderr": 0.032659863237109066
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": 0.08,
65
+ "multiple_choice_grade_stderr": 0.027265992434429103
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.07,
69
+ "multiple_choice_grade_stderr": 0.02564323999762429
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.13,
73
+ "multiple_choice_grade_stderr": 0.033799766898963086
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.1,
77
+ "multiple_choice_grade_stderr": 0.030151134457776334
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.01,
81
+ "multiple_choice_grade_stderr": 0.009999999999999995
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.1,
85
+ "multiple_choice_grade_stderr": 0.030151134457776348
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": 0.6470588235294118,
93
+ "multiple_choice_grade_stderr": 0.0675830899592709
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.6274509803921569,
97
+ "multiple_choice_grade_stderr": 0.06837488538887332
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.10625,
101
+ "multiple_choice_grade_stderr": 0.02443846559481445
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.3434343434343434,
105
+ "multiple_choice_grade_stderr": 0.04796759058757481
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.08571428571428572,
109
+ "multiple_choice_grade_stderr": 0.03370101854969077
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.5,
113
+ "multiple_choice_grade_stderr": 0.06622661785325219
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2542372881355932,
117
+ "multiple_choice_grade_stderr": 0.05717497183586486
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3220338983050847,
121
+ "multiple_choice_grade_stderr": 0.06135370413564329
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": 0.12572254335260116,
129
+ "multiple_choice_grade_stderr": 0.012612239102334798
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5373134328358209,
133
+ "multiple_choice_grade_stderr": 0.04323460286839717
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.535,
137
+ "multiple_choice_grade_stderr": 0.035357115664894224
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": 0.0575548235169272
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-finnish",
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
+ }
gpt2_finnish_large_bigbench_0shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3153846153846154,0.04091181286955817,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.25,0.04351941398892446,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280736,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.34,0.04760952285695235,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.28,0.045126085985421276,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.0,0.0,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.4,0.049236596391733084,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.0,0.0,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.06,0.02386832565759416,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.0,0.0,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.0,0.0,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.01,0.009999999999999997,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.01,0.009999999999999993,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.0,0.0,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.02,0.014070529413628957,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.0,0.0,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.09,0.028762349126466143,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.0,0.0,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.43137254901960786,0.07004145529212452,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6470588235294118,0.06758308995927091,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.6078431372549019,0.0690463406339569,0
26
+ bigbench_emotions,multiple_choice_grade,0.24375,0.03404916326237584,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3333333333333333,0.04761904761904759,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2571428571428571,0.052615698346701524,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2542372881355932,0.05717497183586486,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.6046511627906976,0.07544284088704808,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17630057803468208,0.014496802592691349,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.44029850746268656,0.0430453277257087,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.515,0.03542810683297719,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5394736842105263,0.0575548235169272,0
gpt2_finnish_large_bigbench_0shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3153846153846154,
5
+ "multiple_choice_grade_stderr": 0.04091181286955817
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": 0.6521739130434783,
13
+ "multiple_choice_grade_stderr": 0.10154334054280736
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.34,
17
+ "multiple_choice_grade_stderr": 0.04760952285695235
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.28,
21
+ "multiple_choice_grade_stderr": 0.045126085985421276
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": 0.4,
29
+ "multiple_choice_grade_stderr": 0.049236596391733084
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": 0.06,
37
+ "multiple_choice_grade_stderr": 0.02386832565759416
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": 0.17,
45
+ "multiple_choice_grade_stderr": 0.0377525168068637
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": 0.01,
53
+ "multiple_choice_grade_stderr": 0.009999999999999997
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.01,
57
+ "multiple_choice_grade_stderr": 0.009999999999999993
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.17,
61
+ "multiple_choice_grade_stderr": 0.0377525168068637
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": 0.02,
69
+ "multiple_choice_grade_stderr": 0.014070529413628957
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": 0.09,
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": 0.0,
85
+ "multiple_choice_grade_stderr": 0.0
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.43137254901960786,
89
+ "multiple_choice_grade_stderr": 0.07004145529212452
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6470588235294118,
93
+ "multiple_choice_grade_stderr": 0.06758308995927091
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.6078431372549019,
97
+ "multiple_choice_grade_stderr": 0.0690463406339569
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.24375,
101
+ "multiple_choice_grade_stderr": 0.03404916326237584
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.3333333333333333,
105
+ "multiple_choice_grade_stderr": 0.04761904761904759
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.2571428571428571,
109
+ "multiple_choice_grade_stderr": 0.052615698346701524
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": 0.05717497183586486
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
121
+ "multiple_choice_grade_stderr": 0.0634959746661109
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.6046511627906976,
125
+ "multiple_choice_grade_stderr": 0.07544284088704808
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.17630057803468208,
129
+ "multiple_choice_grade_stderr": 0.014496802592691349
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.44029850746268656,
133
+ "multiple_choice_grade_stderr": 0.0430453277257087
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.515,
137
+ "multiple_choice_grade_stderr": 0.03542810683297719
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": 0.5394736842105263,
145
+ "multiple_choice_grade_stderr": 0.0575548235169272
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-large-finnish",
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
+ }
gpt2_finnish_large_bigbench_1shot.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,0.28,0.04512608598542127,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5217391304347826,0.10649955403405122,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.16,0.03684529491774709,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.38,0.04878317312145632,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.09,0.028762349126466153,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.37,0.04852365870939098,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.02,0.01407052941362896,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.22,0.0416333199893227,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.04,0.01969463855669323,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.2,0.04020151261036846,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.05,0.02190429135575908,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.23,0.04229525846816506,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.15,0.035887028128263714,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.15,0.03588702812826371,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.07,0.025643239997624294,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.13,0.03379976689896308,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.06,0.023868325657594197,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.08,0.027265992434429086,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594183,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.16,0.03684529491774708,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5098039215686274,0.07069708383262727,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6862745098039216,0.06562039423796669,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.43137254901960786,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.2125,0.03244189290245472,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.30303030303030304,0.04642339954443119,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2571428571428571,0.052615698346701524,0
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,0.3220338983050847,0.06135370413564329,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.1416184971098266,0.013263591635637853,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.46,0.03533045720097816,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5526315789473685,0.05741427428755636,0
gpt2_finnish_large_bigbench_1shot.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": 0.28,
9
+ "multiple_choice_grade_stderr": 0.04512608598542127
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": 0.16,
17
+ "multiple_choice_grade_stderr": 0.03684529491774709
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.38,
21
+ "multiple_choice_grade_stderr": 0.04878317312145632
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.09,
25
+ "multiple_choice_grade_stderr": 0.028762349126466153
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.37,
29
+ "multiple_choice_grade_stderr": 0.04852365870939098
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.02,
33
+ "multiple_choice_grade_stderr": 0.01407052941362896
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.22,
37
+ "multiple_choice_grade_stderr": 0.0416333199893227
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.04,
41
+ "multiple_choice_grade_stderr": 0.01969463855669323
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.2,
45
+ "multiple_choice_grade_stderr": 0.04020151261036846
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.05,
49
+ "multiple_choice_grade_stderr": 0.02190429135575908
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.23,
53
+ "multiple_choice_grade_stderr": 0.04229525846816506
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.15,
57
+ "multiple_choice_grade_stderr": 0.035887028128263714
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.15,
61
+ "multiple_choice_grade_stderr": 0.03588702812826371
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.07,
65
+ "multiple_choice_grade_stderr": 0.025643239997624294
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.13,
69
+ "multiple_choice_grade_stderr": 0.03379976689896308
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.06,
73
+ "multiple_choice_grade_stderr": 0.023868325657594197
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.08,
77
+ "multiple_choice_grade_stderr": 0.027265992434429086
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.06,
81
+ "multiple_choice_grade_stderr": 0.023868325657594183
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.16,
85
+ "multiple_choice_grade_stderr": 0.03684529491774708
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5098039215686274,
89
+ "multiple_choice_grade_stderr": 0.07069708383262727
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6862745098039216,
93
+ "multiple_choice_grade_stderr": 0.06562039423796669
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.43137254901960786,
97
+ "multiple_choice_grade_stderr": 0.07004145529212454
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.2125,
101
+ "multiple_choice_grade_stderr": 0.03244189290245472
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": 0.2571428571428571,
109
+ "multiple_choice_grade_stderr": 0.052615698346701524
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": 0.3220338983050847,
121
+ "multiple_choice_grade_stderr": 0.06135370413564329
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.1416184971098266,
129
+ "multiple_choice_grade_stderr": 0.013263591635637853
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": 0.46,
137
+ "multiple_choice_grade_stderr": 0.03533045720097816
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": 0.5526315789473685,
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-large-finnish",
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
+ }
gpt2_finnish_large_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.23076923076923078,0.037095601705416294,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.27,0.044619604333847394,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036845,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.46,0.05009082659620332,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.1,0.030151134457776348,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.35,0.0479372485441102,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.1,0.030151134457776348,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.2,0.04020151261036844,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.06,0.02386832565759419,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.15,0.035887028128263714,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.15,0.035887028128263714,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.15,0.0358870281282637,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.09,0.028762349126466153,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.16,0.03684529491774712,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.13,0.03379976689896309,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.09,0.028762349126466143,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.16,0.03684529491774709,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.23,0.04229525846816506,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5098039215686274,0.07069708383262727,0
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,0.43137254901960786,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.19375,0.03134419765148074,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.29292929292929293,0.045972676254181784,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2714285714285714,0.053535184426749025,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.23728813559322035,0.05586042894941198,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3220338983050847,0.06135370413564329,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.1430635838150289,0.013319865081531448,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.47761194029850745,0.043312014931941,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.485,0.03542810683297719,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.55,0.06476816543825593,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5789473684210527,0.0570107958220067,0
gpt2_finnish_large_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.23076923076923078,
5
+ "multiple_choice_grade_stderr": 0.037095601705416294
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.27,
9
+ "multiple_choice_grade_stderr": 0.044619604333847394
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6521739130434783,
13
+ "multiple_choice_grade_stderr": 0.10154334054280735
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.2,
17
+ "multiple_choice_grade_stderr": 0.04020151261036845
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.46,
21
+ "multiple_choice_grade_stderr": 0.05009082659620332
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": 0.35,
29
+ "multiple_choice_grade_stderr": 0.0479372485441102
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.1,
33
+ "multiple_choice_grade_stderr": 0.030151134457776348
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.2,
37
+ "multiple_choice_grade_stderr": 0.04020151261036844
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.06,
41
+ "multiple_choice_grade_stderr": 0.02386832565759419
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.17,
45
+ "multiple_choice_grade_stderr": 0.0377525168068637
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.15,
49
+ "multiple_choice_grade_stderr": 0.035887028128263714
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.25,
53
+ "multiple_choice_grade_stderr": 0.04351941398892446
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.15,
57
+ "multiple_choice_grade_stderr": 0.035887028128263714
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.15,
61
+ "multiple_choice_grade_stderr": 0.0358870281282637
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.09,
65
+ "multiple_choice_grade_stderr": 0.028762349126466153
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.16,
69
+ "multiple_choice_grade_stderr": 0.03684529491774712
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.13,
73
+ "multiple_choice_grade_stderr": 0.03379976689896309
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": 0.16,
81
+ "multiple_choice_grade_stderr": 0.03684529491774709
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.23,
85
+ "multiple_choice_grade_stderr": 0.04229525846816506
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5098039215686274,
89
+ "multiple_choice_grade_stderr": 0.07069708383262727
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": 0.43137254901960786,
97
+ "multiple_choice_grade_stderr": 0.07004145529212454
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.19375,
101
+ "multiple_choice_grade_stderr": 0.03134419765148074
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.29292929292929293,
105
+ "multiple_choice_grade_stderr": 0.045972676254181784
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.2714285714285714,
109
+ "multiple_choice_grade_stderr": 0.053535184426749025
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": 0.23728813559322035,
117
+ "multiple_choice_grade_stderr": 0.05586042894941198
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3220338983050847,
121
+ "multiple_choice_grade_stderr": 0.06135370413564329
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": 0.1430635838150289,
129
+ "multiple_choice_grade_stderr": 0.013319865081531448
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.47761194029850745,
133
+ "multiple_choice_grade_stderr": 0.043312014931941
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.485,
137
+ "multiple_choice_grade_stderr": 0.03542810683297719
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": 0.5789473684210527,
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-large-finnish",
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
+ }
gpt2_finnish_large_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.23076923076923078,0.03709560170541631,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.35,0.047937248544110196,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.19,0.039427724440366234,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.48,0.050211673156867795,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.1,0.030151134457776358,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.36,0.04824181513244218,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.12,0.03265986323710906,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.2,0.040201512610368445,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.09,0.02876234912646613,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.12,0.03265986323710906,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.18,0.03861229196653697,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.27,0.04461960433384741,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.15,0.035887028128263714,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.09,0.028762349126466125,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.22,0.0416333199893227,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.12,0.03265986323710906,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.11,0.031446603773522035,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.16,0.03684529491774708,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.29,0.045604802157206845,0
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,0.6078431372549019,0.0690463406339569,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.18125,0.030550343799854465,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.35353535353535354,0.04829206502361188,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2571428571428571,0.052615698346701524,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17341040462427745,0.014402686887147381,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5074626865671642,0.04335066912520504,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.47,0.03538020341900045,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5526315789473685,0.05741427428755636,0
gpt2_finnish_large_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.23076923076923078,
5
+ "multiple_choice_grade_stderr": 0.03709560170541631
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.35,
9
+ "multiple_choice_grade_stderr": 0.047937248544110196
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.5652173913043478,
13
+ "multiple_choice_grade_stderr": 0.10568965974008646
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.19,
17
+ "multiple_choice_grade_stderr": 0.039427724440366234
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.48,
21
+ "multiple_choice_grade_stderr": 0.050211673156867795
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.1,
25
+ "multiple_choice_grade_stderr": 0.030151134457776358
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": 0.12,
33
+ "multiple_choice_grade_stderr": 0.03265986323710906
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.2,
37
+ "multiple_choice_grade_stderr": 0.040201512610368445
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.09,
41
+ "multiple_choice_grade_stderr": 0.02876234912646613
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": 0.18,
49
+ "multiple_choice_grade_stderr": 0.03861229196653697
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.27,
53
+ "multiple_choice_grade_stderr": 0.04461960433384741
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.15,
57
+ "multiple_choice_grade_stderr": 0.035887028128263714
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.17,
61
+ "multiple_choice_grade_stderr": 0.0377525168068637
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.09,
65
+ "multiple_choice_grade_stderr": 0.028762349126466125
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.22,
69
+ "multiple_choice_grade_stderr": 0.0416333199893227
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.12,
73
+ "multiple_choice_grade_stderr": 0.03265986323710906
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.11,
77
+ "multiple_choice_grade_stderr": 0.031446603773522035
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.16,
81
+ "multiple_choice_grade_stderr": 0.03684529491774708
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.29,
85
+ "multiple_choice_grade_stderr": 0.045604802157206845
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": 0.6078431372549019,
93
+ "multiple_choice_grade_stderr": 0.0690463406339569
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.47058823529411764,
97
+ "multiple_choice_grade_stderr": 0.07058823529411762
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.18125,
101
+ "multiple_choice_grade_stderr": 0.030550343799854465
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.35353535353535354,
105
+ "multiple_choice_grade_stderr": 0.04829206502361188
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.2571428571428571,
109
+ "multiple_choice_grade_stderr": 0.052615698346701524
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": 0.288135593220339,
117
+ "multiple_choice_grade_stderr": 0.059467967781548406
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.062155747381159164
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.17341040462427745,
129
+ "multiple_choice_grade_stderr": 0.014402686887147381
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5074626865671642,
133
+ "multiple_choice_grade_stderr": 0.04335066912520504
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.47,
137
+ "multiple_choice_grade_stderr": 0.03538020341900045
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": 0.5526315789473685,
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-large-finnish",
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
+ }
gpt2_finnish_medium_bigbench_0shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3,0.040347329239296424,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.28,0.04512608598542127,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.43478260869565216,0.10568965974008647,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.31,0.04648231987117316,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.22,0.0416333199893227,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.01,0.009999999999999993,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.36,0.04824181513244218,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.1,0.030151134457776334,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.09,0.02876234912646612,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.18,0.038612291966536955,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.19,0.039427724440366234,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.06,0.02386832565759419,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.02,0.014070529413628957,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.15,0.0358870281282637,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.0,0.0,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.06,0.0238683256575942,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.12,0.032659863237109066,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.13,0.03379976689896309,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999997,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.04,0.01969463855669323,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6274509803921569,0.0683748853888733,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.33125,0.03732598513993524,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.30303030303030304,0.046423399544431164,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.21428571428571427,0.049397433914866055,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2542372881355932,0.05717497183586486,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.6046511627906976,0.07544284088704808,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17630057803468208,0.014496802592691349,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.47761194029850745,0.043312014931941,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.51,0.035436970729343674,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5833333333333334,0.06418399868645062,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5394736842105263,0.0575548235169272,0
gpt2_finnish_medium_bigbench_0shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3,
5
+ "multiple_choice_grade_stderr": 0.040347329239296424
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.28,
9
+ "multiple_choice_grade_stderr": 0.04512608598542127
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": 0.31,
17
+ "multiple_choice_grade_stderr": 0.04648231987117316
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.22,
21
+ "multiple_choice_grade_stderr": 0.0416333199893227
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.01,
25
+ "multiple_choice_grade_stderr": 0.009999999999999993
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": 0.1,
33
+ "multiple_choice_grade_stderr": 0.030151134457776334
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.09,
37
+ "multiple_choice_grade_stderr": 0.02876234912646612
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.18,
41
+ "multiple_choice_grade_stderr": 0.038612291966536955
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.19,
45
+ "multiple_choice_grade_stderr": 0.039427724440366234
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.06,
49
+ "multiple_choice_grade_stderr": 0.02386832565759419
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.02,
53
+ "multiple_choice_grade_stderr": 0.014070529413628957
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.21,
57
+ "multiple_choice_grade_stderr": 0.040936018074033256
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.15,
61
+ "multiple_choice_grade_stderr": 0.0358870281282637
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": 0.06,
69
+ "multiple_choice_grade_stderr": 0.0238683256575942
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.12,
73
+ "multiple_choice_grade_stderr": 0.032659863237109066
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.13,
77
+ "multiple_choice_grade_stderr": 0.03379976689896309
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.01,
81
+ "multiple_choice_grade_stderr": 0.009999999999999997
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.04,
85
+ "multiple_choice_grade_stderr": 0.01969463855669323
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6274509803921569,
89
+ "multiple_choice_grade_stderr": 0.0683748853888733
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.5686274509803921,
93
+ "multiple_choice_grade_stderr": 0.07004145529212454
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": 0.33125,
101
+ "multiple_choice_grade_stderr": 0.03732598513993524
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.30303030303030304,
105
+ "multiple_choice_grade_stderr": 0.046423399544431164
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.21428571428571427,
109
+ "multiple_choice_grade_stderr": 0.049397433914866055
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": 0.2542372881355932,
117
+ "multiple_choice_grade_stderr": 0.05717497183586486
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
121
+ "multiple_choice_grade_stderr": 0.0634959746661109
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.6046511627906976,
125
+ "multiple_choice_grade_stderr": 0.07544284088704808
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.17630057803468208,
129
+ "multiple_choice_grade_stderr": 0.014496802592691349
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.47761194029850745,
133
+ "multiple_choice_grade_stderr": 0.043312014931941
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.51,
137
+ "multiple_choice_grade_stderr": 0.035436970729343674
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5833333333333334,
141
+ "multiple_choice_grade_stderr": 0.06418399868645062
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.5394736842105263,
145
+ "multiple_choice_grade_stderr": 0.0575548235169272
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-medium-finnish",
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
+ }
gpt2_finnish_medium_bigbench_1shot.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,0.35,0.0479372485441102,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5217391304347826,0.10649955403405122,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.27,0.044619604333847394,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.43,0.049756985195624284,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.23,0.04229525846816506,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.26,0.0440844002276808,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.04,0.019694638556693244,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.34,0.04760952285695236,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.03,0.01714466079977653,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.17,0.03775251680686371,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.06,0.02386832565759416,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.32,0.04688261722621504,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.16,0.0368452949177471,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999993,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.16,0.036845294917747094,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.05,0.021904291355759088,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.16,0.036845294917747066,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.03,0.017144660799776553,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.2,0.04020151261036846,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6666666666666666,0.06666666666666664,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.7058823529411765,0.06443794794178427,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.2,0.03172206342872573,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.24242424242424243,0.04329004329004327,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.22857142857142856,0.05055152782453619,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.19653179190751446,0.015116864901597936,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.5,0.0354440602504168,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5263157894736842,0.05765500605317536,0
gpt2_finnish_medium_bigbench_1shot.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": 0.35,
9
+ "multiple_choice_grade_stderr": 0.0479372485441102
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": 0.27,
17
+ "multiple_choice_grade_stderr": 0.044619604333847394
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.43,
21
+ "multiple_choice_grade_stderr": 0.049756985195624284
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.23,
25
+ "multiple_choice_grade_stderr": 0.04229525846816506
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.26,
29
+ "multiple_choice_grade_stderr": 0.0440844002276808
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.04,
33
+ "multiple_choice_grade_stderr": 0.019694638556693244
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": 0.03,
41
+ "multiple_choice_grade_stderr": 0.01714466079977653
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.17,
45
+ "multiple_choice_grade_stderr": 0.03775251680686371
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.06,
49
+ "multiple_choice_grade_stderr": 0.02386832565759416
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.32,
53
+ "multiple_choice_grade_stderr": 0.04688261722621504
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.16,
57
+ "multiple_choice_grade_stderr": 0.0368452949177471
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.17,
61
+ "multiple_choice_grade_stderr": 0.0377525168068637
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.01,
65
+ "multiple_choice_grade_stderr": 0.009999999999999993
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.16,
69
+ "multiple_choice_grade_stderr": 0.036845294917747094
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.05,
73
+ "multiple_choice_grade_stderr": 0.021904291355759088
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.16,
77
+ "multiple_choice_grade_stderr": 0.036845294917747066
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.03,
81
+ "multiple_choice_grade_stderr": 0.017144660799776553
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.2,
85
+ "multiple_choice_grade_stderr": 0.04020151261036846
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6666666666666666,
89
+ "multiple_choice_grade_stderr": 0.06666666666666664
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.7058823529411765,
93
+ "multiple_choice_grade_stderr": 0.06443794794178427
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": 0.2,
101
+ "multiple_choice_grade_stderr": 0.03172206342872573
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": 0.22857142857142856,
109
+ "multiple_choice_grade_stderr": 0.05055152782453619
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": 0.288135593220339,
117
+ "multiple_choice_grade_stderr": 0.059467967781548406
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.062155747381159164
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.19653179190751446,
129
+ "multiple_choice_grade_stderr": 0.015116864901597936
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": 0.5,
137
+ "multiple_choice_grade_stderr": 0.0354440602504168
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": 0.5263157894736842,
145
+ "multiple_choice_grade_stderr": 0.05765500605317536
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-medium-finnish",
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
+ }
gpt2_finnish_medium_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.36923076923076925,0.04249025499621757,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.28,0.04512608598542128,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.5,0.050251890762960605,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.31,0.04648231987117316,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.32,0.04688261722621505,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.05,0.021904291355759022,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.38,0.048783173121456344,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.07,0.02564323999762429,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.16,0.03684529491774708,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.08,0.0272659924344291,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.26,0.04408440022768078,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.09,0.028762349126466125,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.15,0.03588702812826371,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594176,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.18,0.038612291966536955,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.06,0.023868325657594197,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.16,0.036845294917747066,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.02,0.014070529413628954,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.18,0.03861229196653695,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6274509803921569,0.0683748853888733,0
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,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.11875,0.025654751481643822,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.26262626262626265,0.044452876769839444,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.21428571428571427,0.04939743391486606,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.058375177038848765,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.18641618497109827,0.014815077730150087,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5149253731343284,0.04333617784312701,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.475,0.03539972744976421,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966065,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5657894736842105,0.05723306097613564,0
gpt2_finnish_medium_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.36923076923076925,
5
+ "multiple_choice_grade_stderr": 0.04249025499621757
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.38,
9
+ "multiple_choice_grade_stderr": 0.04878317312145633
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.5652173913043478,
13
+ "multiple_choice_grade_stderr": 0.10568965974008646
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.28,
17
+ "multiple_choice_grade_stderr": 0.04512608598542128
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": 0.31,
25
+ "multiple_choice_grade_stderr": 0.04648231987117316
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.32,
29
+ "multiple_choice_grade_stderr": 0.04688261722621505
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.05,
33
+ "multiple_choice_grade_stderr": 0.021904291355759022
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.38,
37
+ "multiple_choice_grade_stderr": 0.048783173121456344
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.07,
41
+ "multiple_choice_grade_stderr": 0.02564323999762429
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.16,
45
+ "multiple_choice_grade_stderr": 0.03684529491774708
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.08,
49
+ "multiple_choice_grade_stderr": 0.0272659924344291
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.26,
53
+ "multiple_choice_grade_stderr": 0.04408440022768078
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.09,
57
+ "multiple_choice_grade_stderr": 0.028762349126466125
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.15,
61
+ "multiple_choice_grade_stderr": 0.03588702812826371
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.06,
65
+ "multiple_choice_grade_stderr": 0.023868325657594176
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.18,
69
+ "multiple_choice_grade_stderr": 0.038612291966536955
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.06,
73
+ "multiple_choice_grade_stderr": 0.023868325657594197
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.16,
77
+ "multiple_choice_grade_stderr": 0.036845294917747066
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.02,
81
+ "multiple_choice_grade_stderr": 0.014070529413628954
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.18,
85
+ "multiple_choice_grade_stderr": 0.03861229196653695
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6274509803921569,
89
+ "multiple_choice_grade_stderr": 0.0683748853888733
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": 0.49019607843137253,
97
+ "multiple_choice_grade_stderr": 0.07069708383262727
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.11875,
101
+ "multiple_choice_grade_stderr": 0.025654751481643822
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.26262626262626265,
105
+ "multiple_choice_grade_stderr": 0.044452876769839444
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.21428571428571427,
109
+ "multiple_choice_grade_stderr": 0.04939743391486606
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.4482758620689655,
113
+ "multiple_choice_grade_stderr": 0.06587130109529918
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2711864406779661,
117
+ "multiple_choice_grade_stderr": 0.058375177038848765
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": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.18641618497109827,
129
+ "multiple_choice_grade_stderr": 0.014815077730150087
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5149253731343284,
133
+ "multiple_choice_grade_stderr": 0.04333617784312701
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.475,
137
+ "multiple_choice_grade_stderr": 0.03539972744976421
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5333333333333333,
141
+ "multiple_choice_grade_stderr": 0.06494964005966065
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.5657894736842105,
145
+ "multiple_choice_grade_stderr": 0.05723306097613564
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-medium-finnish",
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
+ }
gpt2_finnish_medium_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3923076923076923,0.042989305219857755,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.36,0.04824181513244218,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.29,0.045604802157206845,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.52,0.050211673156867795,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.36,0.04824181513244218,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.34,0.04760952285695235,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594197,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.32,0.046882617226215034,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.09,0.028762349126466136,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.1,0.03015113445777634,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.12,0.03265986323710906,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.26,0.0440844002276808,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.15,0.035887028128263714,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.14,0.034873508801977704,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.08,0.0272659924344291,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.26,0.044084400227680794,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.08,0.027265992434429103,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.11,0.03144660377352203,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.02,0.014070529413628954,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6274509803921569,0.0683748853888733,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6274509803921569,0.06837488538887332,0
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,0.30303030303030304,0.04642339954443119,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.18571428571428572,0.046815160711083874,0
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,0.3220338983050847,0.0613537041356433,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.18063583815028902,0.014635292876381753,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5149253731343284,0.04333617784312701,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.55,0.03526639466921486,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5526315789473685,0.05741427428755636,0
gpt2_finnish_medium_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3923076923076923,
5
+ "multiple_choice_grade_stderr": 0.042989305219857755
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.36,
9
+ "multiple_choice_grade_stderr": 0.04824181513244218
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.5652173913043478,
13
+ "multiple_choice_grade_stderr": 0.10568965974008646
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.29,
17
+ "multiple_choice_grade_stderr": 0.045604802157206845
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.52,
21
+ "multiple_choice_grade_stderr": 0.050211673156867795
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.36,
25
+ "multiple_choice_grade_stderr": 0.04824181513244218
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.34,
29
+ "multiple_choice_grade_stderr": 0.04760952285695235
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.06,
33
+ "multiple_choice_grade_stderr": 0.023868325657594197
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.32,
37
+ "multiple_choice_grade_stderr": 0.046882617226215034
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.09,
41
+ "multiple_choice_grade_stderr": 0.028762349126466136
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.1,
45
+ "multiple_choice_grade_stderr": 0.03015113445777634
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.12,
49
+ "multiple_choice_grade_stderr": 0.03265986323710906
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.26,
53
+ "multiple_choice_grade_stderr": 0.0440844002276808
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.15,
57
+ "multiple_choice_grade_stderr": 0.035887028128263714
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.14,
61
+ "multiple_choice_grade_stderr": 0.034873508801977704
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.08,
65
+ "multiple_choice_grade_stderr": 0.0272659924344291
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.26,
69
+ "multiple_choice_grade_stderr": 0.044084400227680794
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": 0.11,
77
+ "multiple_choice_grade_stderr": 0.03144660377352203
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.02,
81
+ "multiple_choice_grade_stderr": 0.014070529413628954
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.25,
85
+ "multiple_choice_grade_stderr": 0.04351941398892446
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6274509803921569,
89
+ "multiple_choice_grade_stderr": 0.0683748853888733
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6274509803921569,
93
+ "multiple_choice_grade_stderr": 0.06837488538887332
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": 0.30303030303030304,
105
+ "multiple_choice_grade_stderr": 0.04642339954443119
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.18571428571428572,
109
+ "multiple_choice_grade_stderr": 0.046815160711083874
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": 0.3220338983050847,
121
+ "multiple_choice_grade_stderr": 0.0613537041356433
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.18063583815028902,
129
+ "multiple_choice_grade_stderr": 0.014635292876381753
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5149253731343284,
133
+ "multiple_choice_grade_stderr": 0.04333617784312701
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.55,
137
+ "multiple_choice_grade_stderr": 0.03526639466921486
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": 0.5526315789473685,
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt2-medium-finnish",
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_bigbench_0shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.38461538461538464,0.04283431126074645,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.26,0.04408440022768079,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.38,0.04878317312145632,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.33,0.04725815626252604,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.06,0.023868325657594197,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.5,0.050251890762960605,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.1,0.030151134457776348,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.4,0.04923659639173309,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.19,0.039427724440366255,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.12,0.03265986323710905,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.26,0.04408440022768078,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.18,0.038612291966536934,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.13,0.0337997668989631,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.28,0.04512608598542127,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.23,0.04229525846816506,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.18,0.038612291966536955,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.12,0.03265986323710905,0
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,0.5294117647058824,0.07058823529411762,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.2375,0.03374839851779224,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.18181818181818182,0.038961038961038995,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2714285714285714,0.053535184426749025,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.39655172413793105,0.06479366091762498,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2542372881355932,0.05717497183586486,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17630057803468208,0.014496802592691349,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4552238805970149,0.043181301572530396,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.57,0.03509498954918328,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5131578947368421,0.05771503210384554,0
gpt_fi_bigbench_0shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.38461538461538464,
5
+ "multiple_choice_grade_stderr": 0.04283431126074645
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.26,
9
+ "multiple_choice_grade_stderr": 0.04408440022768079
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.5652173913043478,
13
+ "multiple_choice_grade_stderr": 0.10568965974008646
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.38,
17
+ "multiple_choice_grade_stderr": 0.04878317312145632
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.33,
21
+ "multiple_choice_grade_stderr": 0.04725815626252604
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.06,
25
+ "multiple_choice_grade_stderr": 0.023868325657594197
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.5,
29
+ "multiple_choice_grade_stderr": 0.050251890762960605
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.23,
33
+ "multiple_choice_grade_stderr": 0.04229525846816506
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.1,
37
+ "multiple_choice_grade_stderr": 0.030151134457776348
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.4,
41
+ "multiple_choice_grade_stderr": 0.04923659639173309
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.22,
45
+ "multiple_choice_grade_stderr": 0.041633319989322695
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.19,
49
+ "multiple_choice_grade_stderr": 0.039427724440366255
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.12,
53
+ "multiple_choice_grade_stderr": 0.03265986323710905
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.21,
57
+ "multiple_choice_grade_stderr": 0.040936018074033256
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.26,
61
+ "multiple_choice_grade_stderr": 0.04408440022768078
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.18,
65
+ "multiple_choice_grade_stderr": 0.038612291966536934
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.13,
69
+ "multiple_choice_grade_stderr": 0.0337997668989631
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.28,
73
+ "multiple_choice_grade_stderr": 0.04512608598542127
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.23,
77
+ "multiple_choice_grade_stderr": 0.04229525846816506
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.18,
81
+ "multiple_choice_grade_stderr": 0.038612291966536955
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.12,
85
+ "multiple_choice_grade_stderr": 0.03265986323710905
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": 0.5294117647058824,
93
+ "multiple_choice_grade_stderr": 0.07058823529411762
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": 0.2375,
101
+ "multiple_choice_grade_stderr": 0.03374839851779224
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.18181818181818182,
105
+ "multiple_choice_grade_stderr": 0.038961038961038995
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.2714285714285714,
109
+ "multiple_choice_grade_stderr": 0.053535184426749025
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.39655172413793105,
113
+ "multiple_choice_grade_stderr": 0.06479366091762498
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.2542372881355932,
117
+ "multiple_choice_grade_stderr": 0.05717497183586486
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3559322033898305,
121
+ "multiple_choice_grade_stderr": 0.06286883855871885
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": 0.17630057803468208,
129
+ "multiple_choice_grade_stderr": 0.014496802592691349
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4552238805970149,
133
+ "multiple_choice_grade_stderr": 0.043181301572530396
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.57,
137
+ "multiple_choice_grade_stderr": 0.03509498954918328
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": 0.5131578947368421,
145
+ "multiple_choice_grade_stderr": 0.05771503210384554
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt-fi",
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_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3,0.040347329239296424,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.26,0.044084400227680794,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.4782608695652174,0.10649955403405124,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816505,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.52,0.050211673156867795,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.2,0.040201512610368445,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.035887028128263734,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.38,0.04878317312145632,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.18,0.038612291966536955,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.14,0.03487350880197772,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.19,0.039427724440366234,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.35,0.04793724854411018,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.23,0.04229525846816506,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.16,0.03684529491774708,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.15,0.03588702812826372,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.32,0.046882617226215034,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.14,0.0348735088019777,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036845,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.4,0.049236596391733084,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
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,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.10625,0.024438465594814454,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.24242424242424243,0.04329004329004327,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.22857142857142856,0.050551527824536174,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.058375177038848765,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.15606936416184972,0.01380616893367359,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.47761194029850745,0.043312014931941,0
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,0.5131578947368421,0.05771503210384554,0
gpt_fi_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3,
5
+ "multiple_choice_grade_stderr": 0.040347329239296424
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.26,
9
+ "multiple_choice_grade_stderr": 0.044084400227680794
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": 0.23,
17
+ "multiple_choice_grade_stderr": 0.04229525846816505
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.52,
21
+ "multiple_choice_grade_stderr": 0.050211673156867795
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.2,
25
+ "multiple_choice_grade_stderr": 0.040201512610368445
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": 0.15,
33
+ "multiple_choice_grade_stderr": 0.035887028128263734
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.38,
37
+ "multiple_choice_grade_stderr": 0.04878317312145632
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.18,
41
+ "multiple_choice_grade_stderr": 0.038612291966536955
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.14,
45
+ "multiple_choice_grade_stderr": 0.03487350880197772
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.19,
49
+ "multiple_choice_grade_stderr": 0.039427724440366234
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.35,
53
+ "multiple_choice_grade_stderr": 0.04793724854411018
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.23,
57
+ "multiple_choice_grade_stderr": 0.04229525846816506
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.16,
61
+ "multiple_choice_grade_stderr": 0.03684529491774708
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.15,
65
+ "multiple_choice_grade_stderr": 0.03588702812826372
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.32,
69
+ "multiple_choice_grade_stderr": 0.046882617226215034
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.21,
73
+ "multiple_choice_grade_stderr": 0.040936018074033256
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.14,
77
+ "multiple_choice_grade_stderr": 0.0348735088019777
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.2,
81
+ "multiple_choice_grade_stderr": 0.04020151261036845
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.4,
85
+ "multiple_choice_grade_stderr": 0.049236596391733084
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5686274509803921,
89
+ "multiple_choice_grade_stderr": 0.07004145529212454
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": 0.49019607843137253,
97
+ "multiple_choice_grade_stderr": 0.07069708383262727
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.10625,
101
+ "multiple_choice_grade_stderr": 0.024438465594814454
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": 0.22857142857142856,
109
+ "multiple_choice_grade_stderr": 0.050551527824536174
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": 0.058375177038848765
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3559322033898305,
121
+ "multiple_choice_grade_stderr": 0.06286883855871885
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": 0.15606936416184972,
129
+ "multiple_choice_grade_stderr": 0.01380616893367359
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.47761194029850745,
133
+ "multiple_choice_grade_stderr": 0.043312014931941
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": 0.5131578947368421,
145
+ "multiple_choice_grade_stderr": 0.05771503210384554
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt-fi",
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_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.34615384615384615,0.04188683174943867,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.32,0.04688261722621504,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5217391304347826,0.10649955403405124,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.27,0.044619604333847394,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.57,0.049756985195624284,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.27,0.0446196043338474,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.34,0.04760952285695235,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.1,0.030151134457776334,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.36,0.04824181513244218,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.16,0.036845294917747115,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.17,0.0377525168068637,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.17,0.0377525168068637,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.37,0.04852365870939099,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.16,0.03684529491774709,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.12,0.032659863237109066,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.34,0.04760952285695235,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.29,0.045604802157206845,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.09,0.028762349126466153,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.17,0.03775251680686371,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.33,0.04725815626252604,0
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,0.6862745098039216,0.06562039423796669,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.45098039215686275,0.0703700331173583,0
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,0.24285714285714285,0.05162259237750497,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.2711864406779661,0.058375177038848765,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17630057803468208,0.01449680259269133,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5,0.043355498476206004,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.55,0.03526639466921486,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5394736842105263,0.0575548235169272,0
gpt_fi_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.34615384615384615,
5
+ "multiple_choice_grade_stderr": 0.04188683174943867
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": 0.5217391304347826,
13
+ "multiple_choice_grade_stderr": 0.10649955403405124
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.27,
17
+ "multiple_choice_grade_stderr": 0.044619604333847394
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.57,
21
+ "multiple_choice_grade_stderr": 0.049756985195624284
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.27,
25
+ "multiple_choice_grade_stderr": 0.0446196043338474
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.34,
29
+ "multiple_choice_grade_stderr": 0.04760952285695235
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.1,
33
+ "multiple_choice_grade_stderr": 0.030151134457776334
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.36,
37
+ "multiple_choice_grade_stderr": 0.04824181513244218
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.16,
41
+ "multiple_choice_grade_stderr": 0.036845294917747115
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.17,
45
+ "multiple_choice_grade_stderr": 0.0377525168068637
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.17,
49
+ "multiple_choice_grade_stderr": 0.0377525168068637
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.37,
53
+ "multiple_choice_grade_stderr": 0.04852365870939099
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.21,
57
+ "multiple_choice_grade_stderr": 0.040936018074033256
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.16,
61
+ "multiple_choice_grade_stderr": 0.03684529491774709
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.12,
65
+ "multiple_choice_grade_stderr": 0.032659863237109066
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.34,
69
+ "multiple_choice_grade_stderr": 0.04760952285695235
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.29,
73
+ "multiple_choice_grade_stderr": 0.045604802157206845
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.09,
77
+ "multiple_choice_grade_stderr": 0.028762349126466153
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.17,
81
+ "multiple_choice_grade_stderr": 0.03775251680686371
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.33,
85
+ "multiple_choice_grade_stderr": 0.04725815626252604
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": 0.6862745098039216,
93
+ "multiple_choice_grade_stderr": 0.06562039423796669
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.45098039215686275,
97
+ "multiple_choice_grade_stderr": 0.0703700331173583
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": 0.24285714285714285,
109
+ "multiple_choice_grade_stderr": 0.05162259237750497
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": 0.058375177038848765
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3559322033898305,
121
+ "multiple_choice_grade_stderr": 0.06286883855871885
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": 0.17630057803468208,
129
+ "multiple_choice_grade_stderr": 0.01449680259269133
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": 0.55,
137
+ "multiple_choice_grade_stderr": 0.03526639466921486
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": 0.5394736842105263,
145
+ "multiple_choice_grade_stderr": 0.0575548235169272
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt-fi",
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_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3384615384615385,0.041661735408389584,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.35,0.047937248544110196,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.43478260869565216,0.10568965974008647,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.27,0.0446196043338474,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.55,0.049999999999999996,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.31,0.046482319871173156,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.33,0.047258156262526045,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.12,0.032659863237109066,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.32,0.046882617226215034,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.16,0.036845294917747115,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.1,0.030151134457776334,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.17,0.0377525168068637,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.19,0.03942772444036623,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.2,0.04020151261036846,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.11,0.031446603773522035,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.42,0.049604496374885836,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.35,0.047937248544110196,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.11,0.03144660377352203,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.15,0.03588702812826371,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.37,0.048523658709391,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6078431372549019,0.0690463406339569,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.7058823529411765,0.06443794794178427,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.45098039215686275,0.0703700331173583,0
26
+ bigbench_emotions,multiple_choice_grade,0.13125,0.02677925573528598,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3333333333333333,0.04761904761904758,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.22857142857142856,0.05055152782453619,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.20520231213872833,0.015363154525610342,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5223880597014925,0.043312014931941,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.595,0.034798414450104,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5131578947368421,0.05771503210384554,0
gpt_fi_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3384615384615385,
5
+ "multiple_choice_grade_stderr": 0.041661735408389584
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.35,
9
+ "multiple_choice_grade_stderr": 0.047937248544110196
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": 0.27,
17
+ "multiple_choice_grade_stderr": 0.0446196043338474
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": 0.31,
25
+ "multiple_choice_grade_stderr": 0.046482319871173156
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.33,
29
+ "multiple_choice_grade_stderr": 0.047258156262526045
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.12,
33
+ "multiple_choice_grade_stderr": 0.032659863237109066
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.32,
37
+ "multiple_choice_grade_stderr": 0.046882617226215034
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.16,
41
+ "multiple_choice_grade_stderr": 0.036845294917747115
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.1,
45
+ "multiple_choice_grade_stderr": 0.030151134457776334
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.17,
49
+ "multiple_choice_grade_stderr": 0.0377525168068637
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.31,
53
+ "multiple_choice_grade_stderr": 0.04648231987117316
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.19,
57
+ "multiple_choice_grade_stderr": 0.03942772444036623
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.2,
61
+ "multiple_choice_grade_stderr": 0.04020151261036846
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.11,
65
+ "multiple_choice_grade_stderr": 0.031446603773522035
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.42,
69
+ "multiple_choice_grade_stderr": 0.049604496374885836
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.35,
73
+ "multiple_choice_grade_stderr": 0.047937248544110196
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.11,
77
+ "multiple_choice_grade_stderr": 0.03144660377352203
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.15,
81
+ "multiple_choice_grade_stderr": 0.03588702812826371
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.37,
85
+ "multiple_choice_grade_stderr": 0.048523658709391
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6078431372549019,
89
+ "multiple_choice_grade_stderr": 0.0690463406339569
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.7058823529411765,
93
+ "multiple_choice_grade_stderr": 0.06443794794178427
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.45098039215686275,
97
+ "multiple_choice_grade_stderr": 0.0703700331173583
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.13125,
101
+ "multiple_choice_grade_stderr": 0.02677925573528598
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.3333333333333333,
105
+ "multiple_choice_grade_stderr": 0.04761904761904758
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.22857142857142856,
109
+ "multiple_choice_grade_stderr": 0.05055152782453619
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": 0.288135593220339,
117
+ "multiple_choice_grade_stderr": 0.059467967781548406
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3389830508474576,
121
+ "multiple_choice_grade_stderr": 0.062155747381159164
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5813953488372093,
125
+ "multiple_choice_grade_stderr": 0.07612251984976479
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.20520231213872833,
129
+ "multiple_choice_grade_stderr": 0.015363154525610342
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": 0.595,
137
+ "multiple_choice_grade_stderr": 0.034798414450104
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": 0.5131578947368421,
145
+ "multiple_choice_grade_stderr": 0.05771503210384554
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=/pfs/lustrep2/scratch/project_462000185/muennighoff/bigcode-evaluation-harness/gpt-fi",
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
+ }