Muennighoff commited on
Commit
40c3147
1 Parent(s): 4f21a18
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. fin_eval.ipynb +0 -0
  2. gpt3_finnish_13b_bigbench.csv +37 -0
  3. gpt3_finnish_13b_bigbench.json +197 -0
  4. gpt3_finnish_13b_bigbench_1shot.csv +37 -0
  5. gpt3_finnish_13b_bigbench_1shot.json +197 -0
  6. gpt3_finnish_13b_bigbench_2shot.csv +37 -0
  7. gpt3_finnish_13b_bigbench_2shot.json +197 -0
  8. gpt3_finnish_13b_bigbench_3shot.csv +37 -0
  9. gpt3_finnish_13b_bigbench_3shot.json +197 -0
  10. gpt3_finnish_3b_bigbench.csv +37 -0
  11. gpt3_finnish_3b_bigbench.json +197 -0
  12. gpt3_finnish_3b_bigbench_1shot.csv +37 -0
  13. gpt3_finnish_3b_bigbench_1shot.json +197 -0
  14. gpt3_finnish_3b_bigbench_2shot.csv +37 -0
  15. gpt3_finnish_3b_bigbench_2shot.json +197 -0
  16. gpt3_finnish_3b_bigbench_3shot.csv +37 -0
  17. gpt3_finnish_3b_bigbench_3shot.json +197 -0
  18. gpt3_finnish_8b_bigbench.csv +37 -0
  19. gpt3_finnish_8b_bigbench.json +197 -0
  20. gpt3_finnish_8b_bigbench_1shot.csv +37 -0
  21. gpt3_finnish_8b_bigbench_1shot.json +197 -0
  22. gpt3_finnish_8b_bigbench_2shot.csv +37 -0
  23. gpt3_finnish_8b_bigbench_2shot.json +197 -0
  24. gpt3_finnish_8b_bigbench_3shot.csv +37 -0
  25. gpt3_finnish_8b_bigbench_3shot.json +197 -0
  26. gpt3_finnish_large_bigbench.csv +37 -0
  27. gpt3_finnish_large_bigbench_1shot.csv +37 -0
  28. gpt3_finnish_large_bigbench_1shot.json +197 -0
  29. gpt3_finnish_large_bigbench_2shot.csv +37 -0
  30. gpt3_finnish_large_bigbench_2shot.json +197 -0
  31. gpt3_finnish_large_bigbench_3shot.csv +37 -0
  32. gpt3_finnish_large_bigbench_3shot.json +197 -0
  33. gpt3_finnish_medium_bigbench.csv +37 -0
  34. gpt3_finnish_medium_bigbench_1shot.csv +37 -0
  35. gpt3_finnish_medium_bigbench_1shot.json +197 -0
  36. gpt3_finnish_medium_bigbench_2shot.csv +37 -0
  37. gpt3_finnish_medium_bigbench_2shot.json +197 -0
  38. gpt3_finnish_medium_bigbench_3shot.csv +37 -0
  39. gpt3_finnish_medium_bigbench_3shot.json +197 -0
  40. gpt3_finnish_small_bigbench.csv +37 -0
  41. gpt3_finnish_small_bigbench_1shot.csv +37 -0
  42. gpt3_finnish_small_bigbench_1shot.json +197 -0
  43. gpt3_finnish_small_bigbench_2shot.csv +37 -0
  44. gpt3_finnish_small_bigbench_2shot.json +197 -0
  45. gpt3_finnish_small_bigbench_3shot.csv +37 -0
  46. gpt3_finnish_small_bigbench_3shot.json +197 -0
  47. gpt3_finnish_xl_bigbench.csv +37 -0
  48. gpt3_finnish_xl_bigbench.json +197 -0
  49. gpt3_finnish_xl_bigbench_1shot.csv +37 -0
  50. gpt3_finnish_xl_bigbench_1shot.json +197 -0
fin_eval.ipynb ADDED
The diff for this file is too large to render. See raw diff
 
gpt3_finnish_13b_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.6230769230769231,0.042668005460395605,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.3,0.046056618647183814,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.391304347826087,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.28,0.04512608598542127,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.07,0.025643239997624294,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.03,0.017144660799776543,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.32,0.046882617226215034,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.1,0.030151134457776348,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.13,0.03379976689896308,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.19,0.039427724440366234,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.04163331998932269,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.07,0.025643239997624294,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.17,0.0377525168068637,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.1,0.030151134457776334,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.11,0.03144660377352203,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.0,0.0,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.1,0.03015113445777634,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.15,0.03588702812826371,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.13,0.03379976689896308,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.14,0.0348735088019777,0
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,0.8235294117647058,0.0539126552347746,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
26
+ bigbench_emotions,multiple_choice_grade,0.23125,0.033437582657277434,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.32323232323232326,0.0472459034451512,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.38571428571428573,0.05859944792614804,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.39655172413793105,0.06479366091762498,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.4067796610169492,0.06450206738198198,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.1893063583815029,0.014902940252143294,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.495,0.03544228800309697,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5921052631578947,0.05674699645486273,0
gpt3_finnish_13b_bigbench.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.6230769230769231,
5
+ "multiple_choice_grade_stderr": 0.042668005460395605
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.3,
9
+ "multiple_choice_grade_stderr": 0.046056618647183814
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.391304347826087,
13
+ "multiple_choice_grade_stderr": 0.10405096111532161
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.28,
17
+ "multiple_choice_grade_stderr": 0.04512608598542127
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.07,
21
+ "multiple_choice_grade_stderr": 0.025643239997624294
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.03,
25
+ "multiple_choice_grade_stderr": 0.017144660799776543
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": 0.1,
33
+ "multiple_choice_grade_stderr": 0.030151134457776348
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.13,
37
+ "multiple_choice_grade_stderr": 0.03379976689896308
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.19,
41
+ "multiple_choice_grade_stderr": 0.039427724440366234
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.22,
45
+ "multiple_choice_grade_stderr": 0.04163331998932269
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.07,
49
+ "multiple_choice_grade_stderr": 0.025643239997624294
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.17,
53
+ "multiple_choice_grade_stderr": 0.0377525168068637
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": 0.11,
61
+ "multiple_choice_grade_stderr": 0.03144660377352203
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": 0.1,
69
+ "multiple_choice_grade_stderr": 0.03015113445777634
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.15,
73
+ "multiple_choice_grade_stderr": 0.03588702812826371
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.13,
77
+ "multiple_choice_grade_stderr": 0.03379976689896308
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": 0.14,
85
+ "multiple_choice_grade_stderr": 0.0348735088019777
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": 0.8235294117647058,
93
+ "multiple_choice_grade_stderr": 0.0539126552347746
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5490196078431373,
97
+ "multiple_choice_grade_stderr": 0.07037003311735827
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.23125,
101
+ "multiple_choice_grade_stderr": 0.033437582657277434
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.32323232323232326,
105
+ "multiple_choice_grade_stderr": 0.0472459034451512
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.38571428571428573,
109
+ "multiple_choice_grade_stderr": 0.05859944792614804
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": 0.3728813559322034,
117
+ "multiple_choice_grade_stderr": 0.0634959746661109
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.4067796610169492,
121
+ "multiple_choice_grade_stderr": 0.06450206738198198
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": 0.1893063583815029,
129
+ "multiple_choice_grade_stderr": 0.014902940252143294
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4925373134328358,
133
+ "multiple_choice_grade_stderr": 0.04335066912520505
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.495,
137
+ "multiple_choice_grade_stderr": 0.03544228800309697
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5,
141
+ "multiple_choice_grade_stderr": 0.06509445549041193
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.5921052631578947,
145
+ "multiple_choice_grade_stderr": 0.05674699645486273
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=gpt3-finnish-13B",
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
+ }
gpt3_finnish_13b_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.4076923076923077,0.043265835022121765,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.37,0.048523658709391,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.37,0.04852365870939099,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.41,0.04943110704237102,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.03588702812826371,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.48,0.050211673156867795,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.38,0.04878317312145632,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.29,0.045604802157206845,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.21,0.04093601807403326,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.42,0.04960449637488584,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.29,0.045604802157206845,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.27,0.044619604333847394,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.35,0.0479372485441102,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.48,0.050211673156867795,0
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,0.47,0.050161355804659205,0
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,0.9215686274509803,0.03802101848953982,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.38125,0.03851802138867094,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.42424242424242425,0.049924513396843256,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.34285714285714286,0.05714285714285713,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.4320809248554913,0.018844592526348247,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5074626865671642,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.565,0.03514328173714407,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6578947368421053,0.054780684196477164,0
gpt3_finnish_13b_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.4076923076923077,
5
+ "multiple_choice_grade_stderr": 0.043265835022121765
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.37,
9
+ "multiple_choice_grade_stderr": 0.048523658709391
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": 0.3,
17
+ "multiple_choice_grade_stderr": 0.046056618647183814
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.37,
21
+ "multiple_choice_grade_stderr": 0.04852365870939099
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.38,
25
+ "multiple_choice_grade_stderr": 0.04878317312145633
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.41,
29
+ "multiple_choice_grade_stderr": 0.04943110704237102
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.15,
33
+ "multiple_choice_grade_stderr": 0.03588702812826371
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.48,
37
+ "multiple_choice_grade_stderr": 0.050211673156867795
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.38,
41
+ "multiple_choice_grade_stderr": 0.04878317312145632
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.29,
45
+ "multiple_choice_grade_stderr": 0.045604802157206845
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.21,
49
+ "multiple_choice_grade_stderr": 0.04093601807403326
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.42,
53
+ "multiple_choice_grade_stderr": 0.04960449637488584
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.38,
57
+ "multiple_choice_grade_stderr": 0.04878317312145633
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.29,
61
+ "multiple_choice_grade_stderr": 0.045604802157206845
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.27,
65
+ "multiple_choice_grade_stderr": 0.044619604333847394
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.35,
69
+ "multiple_choice_grade_stderr": 0.0479372485441102
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.48,
73
+ "multiple_choice_grade_stderr": 0.050211673156867795
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": 0.47,
85
+ "multiple_choice_grade_stderr": 0.050161355804659205
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": 0.9215686274509803,
93
+ "multiple_choice_grade_stderr": 0.03802101848953982
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": 0.38125,
101
+ "multiple_choice_grade_stderr": 0.03851802138867094
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.42424242424242425,
105
+ "multiple_choice_grade_stderr": 0.049924513396843256
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.34285714285714286,
109
+ "multiple_choice_grade_stderr": 0.05714285714285713
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": 0.3728813559322034,
117
+ "multiple_choice_grade_stderr": 0.0634959746661109
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.4320809248554913,
129
+ "multiple_choice_grade_stderr": 0.018844592526348247
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5074626865671642,
133
+ "multiple_choice_grade_stderr": 0.04335066912520505
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.565,
137
+ "multiple_choice_grade_stderr": 0.03514328173714407
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": 0.6578947368421053,
145
+ "multiple_choice_grade_stderr": 0.054780684196477164
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=gpt3-finnish-13B",
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
+ }
gpt3_finnish_13b_bigbench_2shot.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,0.4,0.049236596391733084,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252605,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.51,0.05024183937956912,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.5,0.050251890762960605,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.44,0.04988876515698589,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.59,0.04943110704237101,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.56,0.04988876515698589,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.34,0.04760952285695235,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.29,0.045604802157206845,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.55,0.05,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.42,0.049604496374885836,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.27,0.044619604333847394,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.31,0.04648231987117316,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.46,0.05009082659620332,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.58,0.04960449637488584,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.2,0.04020151261036845,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.31,0.04648231987117316,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.55,0.04999999999999999,0
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,0.9411764705882353,0.03327561323230812,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5882352941176471,0.06960093862470136,0
26
+ bigbench_emotions,multiple_choice_grade,0.33125,0.03732598513993525,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3838383838383838,0.04912566964083466,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.37142857142857144,0.05816884316617732,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.46551724137931033,0.06606893520605228,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.5390173410404624,0.018962894955448187,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5074626865671642,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.495,0.03544228800309697,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.48333333333333334,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6710526315789473,0.0542513898107587,0
gpt3_finnish_13b_bigbench_2shot.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": 0.4,
9
+ "multiple_choice_grade_stderr": 0.049236596391733084
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": 0.33,
17
+ "multiple_choice_grade_stderr": 0.04725815626252605
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.51,
21
+ "multiple_choice_grade_stderr": 0.05024183937956912
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.5,
25
+ "multiple_choice_grade_stderr": 0.050251890762960605
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.44,
29
+ "multiple_choice_grade_stderr": 0.04988876515698589
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": 0.59,
37
+ "multiple_choice_grade_stderr": 0.04943110704237101
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.56,
41
+ "multiple_choice_grade_stderr": 0.04988876515698589
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.34,
45
+ "multiple_choice_grade_stderr": 0.04760952285695235
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.29,
49
+ "multiple_choice_grade_stderr": 0.045604802157206845
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.55,
53
+ "multiple_choice_grade_stderr": 0.05
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.42,
57
+ "multiple_choice_grade_stderr": 0.049604496374885836
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.27,
61
+ "multiple_choice_grade_stderr": 0.044619604333847394
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.31,
65
+ "multiple_choice_grade_stderr": 0.04648231987117316
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.46,
69
+ "multiple_choice_grade_stderr": 0.05009082659620332
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.58,
73
+ "multiple_choice_grade_stderr": 0.04960449637488584
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.2,
77
+ "multiple_choice_grade_stderr": 0.04020151261036845
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.31,
81
+ "multiple_choice_grade_stderr": 0.04648231987117316
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.55,
85
+ "multiple_choice_grade_stderr": 0.04999999999999999
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": 0.9411764705882353,
93
+ "multiple_choice_grade_stderr": 0.03327561323230812
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": 0.33125,
101
+ "multiple_choice_grade_stderr": 0.03732598513993525
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.3838383838383838,
105
+ "multiple_choice_grade_stderr": 0.04912566964083466
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.37142857142857144,
109
+ "multiple_choice_grade_stderr": 0.05816884316617732
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.46551724137931033,
113
+ "multiple_choice_grade_stderr": 0.06606893520605228
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3389830508474576,
117
+ "multiple_choice_grade_stderr": 0.062155747381159164
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
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": 0.5390173410404624,
129
+ "multiple_choice_grade_stderr": 0.018962894955448187
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5074626865671642,
133
+ "multiple_choice_grade_stderr": 0.04335066912520505
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.495,
137
+ "multiple_choice_grade_stderr": 0.03544228800309697
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.48333333333333334,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.6710526315789473,
145
+ "multiple_choice_grade_stderr": 0.0542513898107587
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=gpt3-finnish-13B",
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
+ }
gpt3_finnish_13b_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.34615384615384615,0.04188683174943868,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.47,0.05016135580465919,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252605,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.51,0.05024183937956911,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.52,0.050211673156867795,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.44,0.04988876515698589,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.25,0.04351941398892446,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.64,0.048241815132442176,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.58,0.049604496374885836,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.26,0.0440844002276808,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.27,0.0446196043338474,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.61,0.04902071300001974,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.51,0.05024183937956912,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.27,0.0446196043338474,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252605,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.52,0.050211673156867795,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.59,0.04943110704237101,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.22,0.04163331998932269,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.35,0.047937248544110196,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.64,0.04824181513244218,0
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,0.8431372549019608,0.051430890386682346,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.6078431372549019,0.0690463406339569,0
26
+ bigbench_emotions,multiple_choice_grade,0.38125,0.038518021388670956,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.36363636363636365,0.048592953074986234,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.4,0.058976782461958845,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.4067796610169492,0.06450206738198198,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.588150289017341,0.018722960301969224,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4626865671641791,0.043234602868397164,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.47,0.03538020341900046,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5666666666666667,0.06451324335931521,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.7105263157894737,0.052367759847716855,0
gpt3_finnish_13b_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.34615384615384615,
5
+ "multiple_choice_grade_stderr": 0.04188683174943868
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.47,
9
+ "multiple_choice_grade_stderr": 0.05016135580465919
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": 0.33,
17
+ "multiple_choice_grade_stderr": 0.04725815626252605
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.51,
21
+ "multiple_choice_grade_stderr": 0.05024183937956911
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.52,
25
+ "multiple_choice_grade_stderr": 0.050211673156867795
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.44,
29
+ "multiple_choice_grade_stderr": 0.04988876515698589
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.25,
33
+ "multiple_choice_grade_stderr": 0.04351941398892446
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.64,
37
+ "multiple_choice_grade_stderr": 0.048241815132442176
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.58,
41
+ "multiple_choice_grade_stderr": 0.049604496374885836
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.26,
45
+ "multiple_choice_grade_stderr": 0.0440844002276808
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.27,
49
+ "multiple_choice_grade_stderr": 0.0446196043338474
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.61,
53
+ "multiple_choice_grade_stderr": 0.04902071300001974
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.51,
57
+ "multiple_choice_grade_stderr": 0.05024183937956912
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.27,
61
+ "multiple_choice_grade_stderr": 0.0446196043338474
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.33,
65
+ "multiple_choice_grade_stderr": 0.04725815626252605
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.52,
69
+ "multiple_choice_grade_stderr": 0.050211673156867795
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.59,
73
+ "multiple_choice_grade_stderr": 0.04943110704237101
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.22,
77
+ "multiple_choice_grade_stderr": 0.04163331998932269
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.35,
81
+ "multiple_choice_grade_stderr": 0.047937248544110196
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.64,
85
+ "multiple_choice_grade_stderr": 0.04824181513244218
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": 0.8431372549019608,
93
+ "multiple_choice_grade_stderr": 0.051430890386682346
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": 0.38125,
101
+ "multiple_choice_grade_stderr": 0.038518021388670956
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.36363636363636365,
105
+ "multiple_choice_grade_stderr": 0.048592953074986234
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.4,
109
+ "multiple_choice_grade_stderr": 0.058976782461958845
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": 0.3728813559322034,
117
+ "multiple_choice_grade_stderr": 0.0634959746661109
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.4067796610169492,
121
+ "multiple_choice_grade_stderr": 0.06450206738198198
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": 0.588150289017341,
129
+ "multiple_choice_grade_stderr": 0.018722960301969224
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4626865671641791,
133
+ "multiple_choice_grade_stderr": 0.043234602868397164
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.47,
137
+ "multiple_choice_grade_stderr": 0.03538020341900046
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5666666666666667,
141
+ "multiple_choice_grade_stderr": 0.06451324335931521
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.7105263157894737,
145
+ "multiple_choice_grade_stderr": 0.052367759847716855
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=gpt3-finnish-13B",
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
+ }
gpt3_finnish_3b_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.4461538461538462,0.0437665221706563,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.4,0.04923659639173309,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.782608695652174,0.08793911249520547,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.53,0.05016135580465919,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.27,0.044619604333847394,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.03,0.017144660799776508,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.56,0.04988876515698589,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.0358870281282637,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.37,0.04852365870939099,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.41,0.049431107042371025,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.18,0.03861229196653696,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594197,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.35,0.0479372485441102,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.21,0.04093601807403326,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.28,0.045126085985421276,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.09,0.028762349126466125,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.37,0.048523658709391,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.38,0.048783173121456316,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.17,0.03775251680686371,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.08,0.027265992434429086,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.38,0.048783173121456316,0
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,0.7843137254901961,0.05816626264388756,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.3,0.036342189215581536,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3434343434343434,0.04796759058757477,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.4,0.058976782461958845,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.3793103448275862,0.06426835284800642,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17630057803468208,0.014496802592691349,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5522388059701493,0.04311822418389971,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.515,0.03542810683297719,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.48333333333333334,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.618421052631579,0.05609235887280058,0
gpt3_finnish_3b_bigbench.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.4461538461538462,
5
+ "multiple_choice_grade_stderr": 0.0437665221706563
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.4,
9
+ "multiple_choice_grade_stderr": 0.04923659639173309
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.782608695652174,
13
+ "multiple_choice_grade_stderr": 0.08793911249520547
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.53,
17
+ "multiple_choice_grade_stderr": 0.05016135580465919
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.27,
21
+ "multiple_choice_grade_stderr": 0.044619604333847394
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.03,
25
+ "multiple_choice_grade_stderr": 0.017144660799776508
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.56,
29
+ "multiple_choice_grade_stderr": 0.04988876515698589
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.15,
33
+ "multiple_choice_grade_stderr": 0.0358870281282637
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.37,
37
+ "multiple_choice_grade_stderr": 0.04852365870939099
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.41,
41
+ "multiple_choice_grade_stderr": 0.049431107042371025
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.18,
45
+ "multiple_choice_grade_stderr": 0.03861229196653696
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": 0.35,
53
+ "multiple_choice_grade_stderr": 0.0479372485441102
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.21,
57
+ "multiple_choice_grade_stderr": 0.04093601807403326
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.28,
61
+ "multiple_choice_grade_stderr": 0.045126085985421276
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": 0.37,
69
+ "multiple_choice_grade_stderr": 0.048523658709391
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.38,
73
+ "multiple_choice_grade_stderr": 0.048783173121456316
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.17,
77
+ "multiple_choice_grade_stderr": 0.03775251680686371
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.08,
81
+ "multiple_choice_grade_stderr": 0.027265992434429086
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.38,
85
+ "multiple_choice_grade_stderr": 0.048783173121456316
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": 0.7843137254901961,
93
+ "multiple_choice_grade_stderr": 0.05816626264388756
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": 0.3,
101
+ "multiple_choice_grade_stderr": 0.036342189215581536
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.3434343434343434,
105
+ "multiple_choice_grade_stderr": 0.04796759058757477
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.4,
109
+ "multiple_choice_grade_stderr": 0.058976782461958845
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.3793103448275862,
113
+ "multiple_choice_grade_stderr": 0.06426835284800642
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3389830508474576,
117
+ "multiple_choice_grade_stderr": 0.062155747381159164
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.17630057803468208,
129
+ "multiple_choice_grade_stderr": 0.014496802592691349
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5522388059701493,
133
+ "multiple_choice_grade_stderr": 0.04311822418389971
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": 0.48333333333333334,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.618421052631579,
145
+ "multiple_choice_grade_stderr": 0.05609235887280058
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=gpt3-finnish-3B",
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
+ }
gpt3_finnish_3b_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,0.58,0.049604496374885836,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.52,0.050211673156867795,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.49,0.05024183937956912,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.57,0.04975698519562428,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.59,0.04943110704237102,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.56,0.049888765156985884,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.52,0.050211673156867795,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.4,0.049236596391733084,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.24,0.04292346959909284,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.61,0.04902071300001975,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.33,0.047258156262526045,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.25,0.04351941398892446,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.46,0.05009082659620332,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.47,0.05016135580465919,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.3,0.046056618647183814,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.29,0.045604802157206845,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.59,0.04943110704237102,0
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,0.9019607843137255,0.042054138410837674,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.31875,0.036955560385363254,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.37373737373737376,0.048870690395024875,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.35714285714285715,0.05768377522051772,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.35260115606936415,0.018175601909899322,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.48507462686567165,0.04333617784312701,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.5,0.0354440602504168,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.55,0.06476816543825593,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6578947368421053,0.054780684196477164,0
gpt3_finnish_3b_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": 0.58,
9
+ "multiple_choice_grade_stderr": 0.049604496374885836
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": 0.52,
17
+ "multiple_choice_grade_stderr": 0.050211673156867795
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.49,
21
+ "multiple_choice_grade_stderr": 0.05024183937956912
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.57,
25
+ "multiple_choice_grade_stderr": 0.04975698519562428
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.59,
29
+ "multiple_choice_grade_stderr": 0.04943110704237102
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.21,
33
+ "multiple_choice_grade_stderr": 0.040936018074033256
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.56,
37
+ "multiple_choice_grade_stderr": 0.049888765156985884
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.52,
41
+ "multiple_choice_grade_stderr": 0.050211673156867795
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.4,
45
+ "multiple_choice_grade_stderr": 0.049236596391733084
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.24,
49
+ "multiple_choice_grade_stderr": 0.04292346959909284
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.61,
53
+ "multiple_choice_grade_stderr": 0.04902071300001975
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.38,
57
+ "multiple_choice_grade_stderr": 0.04878317312145633
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.33,
61
+ "multiple_choice_grade_stderr": 0.047258156262526045
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.25,
65
+ "multiple_choice_grade_stderr": 0.04351941398892446
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.46,
69
+ "multiple_choice_grade_stderr": 0.05009082659620332
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.47,
73
+ "multiple_choice_grade_stderr": 0.05016135580465919
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.3,
77
+ "multiple_choice_grade_stderr": 0.046056618647183814
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.29,
81
+ "multiple_choice_grade_stderr": 0.045604802157206845
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.59,
85
+ "multiple_choice_grade_stderr": 0.04943110704237102
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": 0.9019607843137255,
93
+ "multiple_choice_grade_stderr": 0.042054138410837674
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": 0.31875,
101
+ "multiple_choice_grade_stderr": 0.036955560385363254
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.37373737373737376,
105
+ "multiple_choice_grade_stderr": 0.048870690395024875
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.35714285714285715,
109
+ "multiple_choice_grade_stderr": 0.05768377522051772
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": 0.3559322033898305,
117
+ "multiple_choice_grade_stderr": 0.06286883855871885
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": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.35260115606936415,
129
+ "multiple_choice_grade_stderr": 0.018175601909899322
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": 0.5,
137
+ "multiple_choice_grade_stderr": 0.0354440602504168
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": 0.6578947368421053,
145
+ "multiple_choice_grade_stderr": 0.054780684196477164
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=gpt3-finnish-3B",
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
+ }
gpt3_finnish_3b_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3923076923076923,0.04298930521985775,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.57,0.04975698519562426,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6956521739130435,0.09810018692482896,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.52,0.050211673156867795,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.52,0.050211673156867795,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.57,0.04975698519562428,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.54,0.05009082659620332,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.24,0.04292346959909284,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.67,0.047258156262526066,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.46,0.05009082659620333,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.43,0.04975698519562428,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.26,0.0440844002276808,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.66,0.04760952285695237,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.41,0.049431107042371025,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.28,0.04512608598542127,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.53,0.050161355804659205,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.41,0.049431107042371025,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.29,0.04560480215720685,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.22,0.04163331998932268,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.65,0.047937248544110196,0
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,0.9215686274509803,0.03802101848953983,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.36875,0.03826204233503226,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.29292929292929293,0.04597267625418179,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.37142857142857144,0.05816884316617732,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3220338983050847,0.06135370413564329,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.40028901734104044,0.01863883718792749,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.53,0.03538020341900046,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.48333333333333334,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6578947368421053,0.054780684196477164,0
gpt3_finnish_3b_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3923076923076923,
5
+ "multiple_choice_grade_stderr": 0.04298930521985775
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.57,
9
+ "multiple_choice_grade_stderr": 0.04975698519562426
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6956521739130435,
13
+ "multiple_choice_grade_stderr": 0.09810018692482896
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.52,
17
+ "multiple_choice_grade_stderr": 0.050211673156867795
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": 0.57,
25
+ "multiple_choice_grade_stderr": 0.04975698519562428
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.54,
29
+ "multiple_choice_grade_stderr": 0.05009082659620332
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.24,
33
+ "multiple_choice_grade_stderr": 0.04292346959909284
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.67,
37
+ "multiple_choice_grade_stderr": 0.047258156262526066
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.46,
41
+ "multiple_choice_grade_stderr": 0.05009082659620333
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.43,
45
+ "multiple_choice_grade_stderr": 0.04975698519562428
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.26,
49
+ "multiple_choice_grade_stderr": 0.0440844002276808
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.66,
53
+ "multiple_choice_grade_stderr": 0.04760952285695237
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.41,
57
+ "multiple_choice_grade_stderr": 0.049431107042371025
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.31,
61
+ "multiple_choice_grade_stderr": 0.04648231987117316
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.28,
65
+ "multiple_choice_grade_stderr": 0.04512608598542127
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.53,
69
+ "multiple_choice_grade_stderr": 0.050161355804659205
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.41,
73
+ "multiple_choice_grade_stderr": 0.049431107042371025
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.29,
77
+ "multiple_choice_grade_stderr": 0.04560480215720685
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.22,
81
+ "multiple_choice_grade_stderr": 0.04163331998932268
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.65,
85
+ "multiple_choice_grade_stderr": 0.047937248544110196
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": 0.9215686274509803,
93
+ "multiple_choice_grade_stderr": 0.03802101848953983
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": 0.36875,
101
+ "multiple_choice_grade_stderr": 0.03826204233503226
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.29292929292929293,
105
+ "multiple_choice_grade_stderr": 0.04597267625418179
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.37142857142857144,
109
+ "multiple_choice_grade_stderr": 0.05816884316617732
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": 0.3220338983050847,
117
+ "multiple_choice_grade_stderr": 0.06135370413564329
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.40028901734104044,
129
+ "multiple_choice_grade_stderr": 0.01863883718792749
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": 0.53,
137
+ "multiple_choice_grade_stderr": 0.03538020341900046
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.48333333333333334,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.6578947368421053,
145
+ "multiple_choice_grade_stderr": 0.054780684196477164
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=gpt3-finnish-3B",
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
+ }
gpt3_finnish_3b_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,0.58,0.04960449637488584,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5217391304347826,0.10649955403405122,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.42,0.049604496374885836,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.58,0.049604496374885836,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.59,0.04943110704237102,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.47,0.05016135580465919,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.65,0.04793724854411019,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.49,0.05024183937956911,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.41,0.04943110704237102,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.27,0.0446196043338474,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.64,0.048241815132442176,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.44,0.04988876515698589,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.34,0.04760952285695235,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.56,0.049888765156985884,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.41,0.049431107042371025,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.29,0.045604802157206845,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.65,0.04793724854411019,0
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,0.8235294117647058,0.05391265523477458,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.45098039215686275,0.0703700331173583,0
26
+ bigbench_emotions,multiple_choice_grade,0.41875,0.039125538756915115,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.40404040404040403,0.04956872738042618,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.35714285714285715,0.05768377522051772,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.41184971098265893,0.018722960301969214,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.48507462686567165,0.04333617784312701,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.565,0.03514328173714408,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.4666666666666667,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6578947368421053,0.054780684196477164,0
gpt3_finnish_3b_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": 0.58,
9
+ "multiple_choice_grade_stderr": 0.04960449637488584
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": 0.42,
17
+ "multiple_choice_grade_stderr": 0.049604496374885836
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.58,
21
+ "multiple_choice_grade_stderr": 0.049604496374885836
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.59,
25
+ "multiple_choice_grade_stderr": 0.04943110704237102
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.47,
29
+ "multiple_choice_grade_stderr": 0.05016135580465919
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.21,
33
+ "multiple_choice_grade_stderr": 0.040936018074033256
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.65,
37
+ "multiple_choice_grade_stderr": 0.04793724854411019
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.49,
41
+ "multiple_choice_grade_stderr": 0.05024183937956911
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.41,
45
+ "multiple_choice_grade_stderr": 0.04943110704237102
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.27,
49
+ "multiple_choice_grade_stderr": 0.0446196043338474
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.64,
53
+ "multiple_choice_grade_stderr": 0.048241815132442176
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.44,
57
+ "multiple_choice_grade_stderr": 0.04988876515698589
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.34,
61
+ "multiple_choice_grade_stderr": 0.04760952285695235
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.3,
65
+ "multiple_choice_grade_stderr": 0.046056618647183814
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.56,
69
+ "multiple_choice_grade_stderr": 0.049888765156985884
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.41,
73
+ "multiple_choice_grade_stderr": 0.049431107042371025
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.29,
77
+ "multiple_choice_grade_stderr": 0.045604802157206845
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.23,
81
+ "multiple_choice_grade_stderr": 0.04229525846816506
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.65,
85
+ "multiple_choice_grade_stderr": 0.04793724854411019
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": 0.8235294117647058,
93
+ "multiple_choice_grade_stderr": 0.05391265523477458
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": 0.41875,
101
+ "multiple_choice_grade_stderr": 0.039125538756915115
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.40404040404040403,
105
+ "multiple_choice_grade_stderr": 0.04956872738042618
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.35714285714285715,
109
+ "multiple_choice_grade_stderr": 0.05768377522051772
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": 0.3559322033898305,
117
+ "multiple_choice_grade_stderr": 0.06286883855871885
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
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": 0.41184971098265893,
129
+ "multiple_choice_grade_stderr": 0.018722960301969214
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": 0.565,
137
+ "multiple_choice_grade_stderr": 0.03514328173714408
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.4666666666666667,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.6578947368421053,
145
+ "multiple_choice_grade_stderr": 0.054780684196477164
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=gpt3-finnish-3B",
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
+ }
gpt3_finnish_8b_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.49230769230769234,0.04401733523929784,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.33,0.04725815626252604,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.7391304347826086,0.09361833424764436,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.45,0.05,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.33,0.04725815626252604,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.0,0.0,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.46,0.05009082659620333,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.12,0.032659863237109066,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.42,0.049604496374885836,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.35,0.04793724854411019,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.22,0.041633319989322695,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.39,0.04902071300001975,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.31,0.04648231987117316,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.24,0.04292346959909283,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.27,0.04461960433384739,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.36,0.048241815132442176,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.48,0.050211673156867795,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.23,0.04229525846816506,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816508,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.48,0.050211673156867795,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.8823529411764706,0.0455645099553814,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5686274509803921,0.07004145529212452,0
26
+ bigbench_emotions,multiple_choice_grade,0.225,0.03311643267635493,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.2727272727272727,0.044988332664126655,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.4,0.05897678246195885,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.3793103448275862,0.06426835284800642,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3220338983050847,0.06135370413564329,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.17485549132947978,0.01444992593741664,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5373134328358209,0.04323460286839717,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.51,0.035436970729343674,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6052631578947368,0.05644108049875581,0
gpt3_finnish_8b_bigbench.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.49230769230769234,
5
+ "multiple_choice_grade_stderr": 0.04401733523929784
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.33,
9
+ "multiple_choice_grade_stderr": 0.04725815626252604
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.7391304347826086,
13
+ "multiple_choice_grade_stderr": 0.09361833424764436
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.45,
17
+ "multiple_choice_grade_stderr": 0.05
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": 0.0,
25
+ "multiple_choice_grade_stderr": 0.0
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": 0.12,
33
+ "multiple_choice_grade_stderr": 0.032659863237109066
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.42,
37
+ "multiple_choice_grade_stderr": 0.049604496374885836
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.35,
41
+ "multiple_choice_grade_stderr": 0.04793724854411019
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": 0.22,
49
+ "multiple_choice_grade_stderr": 0.041633319989322695
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.39,
53
+ "multiple_choice_grade_stderr": 0.04902071300001975
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.31,
57
+ "multiple_choice_grade_stderr": 0.04648231987117316
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.24,
61
+ "multiple_choice_grade_stderr": 0.04292346959909283
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.27,
65
+ "multiple_choice_grade_stderr": 0.04461960433384739
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.36,
69
+ "multiple_choice_grade_stderr": 0.048241815132442176
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.48,
73
+ "multiple_choice_grade_stderr": 0.050211673156867795
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": 0.23,
81
+ "multiple_choice_grade_stderr": 0.04229525846816508
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.48,
85
+ "multiple_choice_grade_stderr": 0.050211673156867795
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5294117647058824,
89
+ "multiple_choice_grade_stderr": 0.07058823529411762
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.8823529411764706,
93
+ "multiple_choice_grade_stderr": 0.0455645099553814
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5686274509803921,
97
+ "multiple_choice_grade_stderr": 0.07004145529212452
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.225,
101
+ "multiple_choice_grade_stderr": 0.03311643267635493
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.2727272727272727,
105
+ "multiple_choice_grade_stderr": 0.044988332664126655
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.4,
109
+ "multiple_choice_grade_stderr": 0.05897678246195885
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.3793103448275862,
113
+ "multiple_choice_grade_stderr": 0.06426835284800642
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3220338983050847,
117
+ "multiple_choice_grade_stderr": 0.06135370413564329
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
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": 0.17485549132947978,
129
+ "multiple_choice_grade_stderr": 0.01444992593741664
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": 0.51,
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": 0.6052631578947368,
145
+ "multiple_choice_grade_stderr": 0.05644108049875581
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=gpt3-finnish-8B",
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
+ }
gpt3_finnish_8b_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.4,0.04313310928137536,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.55,0.05,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008647,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.4,0.049236596391733084,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.42,0.049604496374885836,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.48,0.050211673156867795,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.54,0.05009082659620332,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.49,0.05024183937956913,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.49,0.05024183937956911,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.36,0.048241815132442176,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.33,0.04725815626252605,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.43,0.04975698519562428,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.47,0.050161355804659205,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.34,0.04760952285695235,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.31,0.04648231987117316,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.35,0.047937248544110196,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.6,0.049236596391733084,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.37,0.048523658709390974,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.5,0.050251890762960605,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.8431372549019608,0.05143089038668236,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.475,0.03960298254443845,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.42424242424242425,0.049924513396843256,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.5142857142857142,0.060168352985402886,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.35260115606936415,0.01817560190989933,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5522388059701493,0.04311822418389972,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.465,0.03535711566489419,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.4666666666666667,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5921052631578947,0.05674699645486273,0
gpt3_finnish_8b_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.4,
5
+ "multiple_choice_grade_stderr": 0.04313310928137536
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.55,
9
+ "multiple_choice_grade_stderr": 0.05
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.5652173913043478,
13
+ "multiple_choice_grade_stderr": 0.10568965974008647
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.4,
17
+ "multiple_choice_grade_stderr": 0.049236596391733084
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.42,
21
+ "multiple_choice_grade_stderr": 0.049604496374885836
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.48,
25
+ "multiple_choice_grade_stderr": 0.050211673156867795
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.54,
29
+ "multiple_choice_grade_stderr": 0.05009082659620332
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.21,
33
+ "multiple_choice_grade_stderr": 0.040936018074033256
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.49,
37
+ "multiple_choice_grade_stderr": 0.05024183937956913
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.49,
41
+ "multiple_choice_grade_stderr": 0.05024183937956911
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.36,
45
+ "multiple_choice_grade_stderr": 0.048241815132442176
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.33,
49
+ "multiple_choice_grade_stderr": 0.04725815626252605
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.43,
53
+ "multiple_choice_grade_stderr": 0.04975698519562428
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.47,
57
+ "multiple_choice_grade_stderr": 0.050161355804659205
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.34,
61
+ "multiple_choice_grade_stderr": 0.04760952285695235
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.31,
65
+ "multiple_choice_grade_stderr": 0.04648231987117316
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.35,
69
+ "multiple_choice_grade_stderr": 0.047937248544110196
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.6,
73
+ "multiple_choice_grade_stderr": 0.049236596391733084
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.31,
77
+ "multiple_choice_grade_stderr": 0.04648231987117316
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.37,
81
+ "multiple_choice_grade_stderr": 0.048523658709390974
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.5,
85
+ "multiple_choice_grade_stderr": 0.050251890762960605
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.5294117647058824,
89
+ "multiple_choice_grade_stderr": 0.07058823529411762
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.8431372549019608,
93
+ "multiple_choice_grade_stderr": 0.05143089038668236
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": 0.475,
101
+ "multiple_choice_grade_stderr": 0.03960298254443845
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.42424242424242425,
105
+ "multiple_choice_grade_stderr": 0.049924513396843256
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.5142857142857142,
109
+ "multiple_choice_grade_stderr": 0.060168352985402886
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": 0.3389830508474576,
117
+ "multiple_choice_grade_stderr": 0.062155747381159164
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": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.35260115606936415,
129
+ "multiple_choice_grade_stderr": 0.01817560190989933
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5522388059701493,
133
+ "multiple_choice_grade_stderr": 0.04311822418389972
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.465,
137
+ "multiple_choice_grade_stderr": 0.03535711566489419
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.4666666666666667,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.5921052631578947,
145
+ "multiple_choice_grade_stderr": 0.05674699645486273
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=gpt3-finnish-8B",
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
+ }
gpt3_finnish_8b_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.4230769230769231,0.04349844871480441,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.48,0.05021167315686779,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6956521739130435,0.09810018692482896,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.41,0.04943110704237102,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.62,0.048783173121456316,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.5,0.050251890762960605,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.47,0.050161355804659205,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.22,0.041633319989322695,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.51,0.05024183937956912,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.45,0.05,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.3,0.046056618647183814,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.55,0.04999999999999999,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.4,0.04923659639173309,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.25,0.04351941398892446,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.4,0.04923659639173309,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.54,0.05009082659620333,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.28,0.04512608598542129,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.53,0.05016135580465919,0
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,0.9215686274509803,0.03802101848953982,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
26
+ bigbench_emotions,multiple_choice_grade,0.48125,0.039624688757383286,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.37373737373737376,0.04887069039502487,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.5,0.0601929265428846,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.46551724137931033,0.06606893520605228,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3898305084745763,0.06403968100905791,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.43641618497109824,0.018866470325851908,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5298507462686567,0.04327816419216089,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.55,0.03526639466921486,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.4666666666666667,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6052631578947368,0.056441080498755805,0
gpt3_finnish_8b_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.4230769230769231,
5
+ "multiple_choice_grade_stderr": 0.04349844871480441
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.48,
9
+ "multiple_choice_grade_stderr": 0.05021167315686779
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6956521739130435,
13
+ "multiple_choice_grade_stderr": 0.09810018692482896
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.41,
17
+ "multiple_choice_grade_stderr": 0.04943110704237102
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.62,
21
+ "multiple_choice_grade_stderr": 0.048783173121456316
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.5,
25
+ "multiple_choice_grade_stderr": 0.050251890762960605
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.47,
29
+ "multiple_choice_grade_stderr": 0.050161355804659205
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.22,
33
+ "multiple_choice_grade_stderr": 0.041633319989322695
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.51,
37
+ "multiple_choice_grade_stderr": 0.05024183937956912
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.45,
41
+ "multiple_choice_grade_stderr": 0.05
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.3,
45
+ "multiple_choice_grade_stderr": 0.046056618647183814
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.23,
49
+ "multiple_choice_grade_stderr": 0.04229525846816506
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.55,
53
+ "multiple_choice_grade_stderr": 0.04999999999999999
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.4,
57
+ "multiple_choice_grade_stderr": 0.04923659639173309
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.25,
61
+ "multiple_choice_grade_stderr": 0.04351941398892446
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.3,
65
+ "multiple_choice_grade_stderr": 0.046056618647183814
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.4,
69
+ "multiple_choice_grade_stderr": 0.04923659639173309
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.54,
73
+ "multiple_choice_grade_stderr": 0.05009082659620333
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.28,
77
+ "multiple_choice_grade_stderr": 0.04512608598542129
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.3,
81
+ "multiple_choice_grade_stderr": 0.046056618647183814
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.53,
85
+ "multiple_choice_grade_stderr": 0.05016135580465919
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": 0.9215686274509803,
93
+ "multiple_choice_grade_stderr": 0.03802101848953982
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5490196078431373,
97
+ "multiple_choice_grade_stderr": 0.07037003311735827
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.48125,
101
+ "multiple_choice_grade_stderr": 0.039624688757383286
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.37373737373737376,
105
+ "multiple_choice_grade_stderr": 0.04887069039502487
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.5,
109
+ "multiple_choice_grade_stderr": 0.0601929265428846
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.46551724137931033,
113
+ "multiple_choice_grade_stderr": 0.06606893520605228
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3389830508474576,
117
+ "multiple_choice_grade_stderr": 0.062155747381159164
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3898305084745763,
121
+ "multiple_choice_grade_stderr": 0.06403968100905791
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": 0.43641618497109824,
129
+ "multiple_choice_grade_stderr": 0.018866470325851908
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5298507462686567,
133
+ "multiple_choice_grade_stderr": 0.04327816419216089
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.55,
137
+ "multiple_choice_grade_stderr": 0.03526639466921486
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.4666666666666667,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.6052631578947368,
145
+ "multiple_choice_grade_stderr": 0.056441080498755805
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=gpt3-finnish-8B",
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
+ }
gpt3_finnish_8b_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.4076923076923077,0.04326583502212175,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.49,0.05024183937956914,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6956521739130435,0.09810018692482896,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.45,0.05,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.66,0.047609522856952385,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.45,0.05,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.47,0.050161355804659205,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.21,0.04093601807403326,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.59,0.04943110704237102,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.47,0.05016135580465919,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.32,0.046882617226215034,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.32,0.046882617226215034,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.53,0.05016135580465919,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.27,0.04461960433384741,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.31,0.04648231987117316,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.48,0.050211673156867795,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.51,0.05024183937956911,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.29,0.045604802157206845,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.28,0.04512608598542128,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.63,0.04852365870939099,0
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,0.8431372549019608,0.05143089038668236,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5686274509803921,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.44375,0.039400853796259426,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.32323232323232326,0.04724590344515123,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.5428571428571428,0.05997140203803455,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.4067796610169492,0.06450206738198198,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.6046511627906976,0.07544284088704808,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.5144508670520231,0.019012950588334448,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5298507462686567,0.04327816419216089,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.53,0.03538020341900046,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6447368421052632,0.05526315789473685,0
gpt3_finnish_8b_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.4076923076923077,
5
+ "multiple_choice_grade_stderr": 0.04326583502212175
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.49,
9
+ "multiple_choice_grade_stderr": 0.05024183937956914
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6956521739130435,
13
+ "multiple_choice_grade_stderr": 0.09810018692482896
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.45,
17
+ "multiple_choice_grade_stderr": 0.05
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.66,
21
+ "multiple_choice_grade_stderr": 0.047609522856952385
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.45,
25
+ "multiple_choice_grade_stderr": 0.05
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.47,
29
+ "multiple_choice_grade_stderr": 0.050161355804659205
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.21,
33
+ "multiple_choice_grade_stderr": 0.04093601807403326
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.59,
37
+ "multiple_choice_grade_stderr": 0.04943110704237102
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.47,
41
+ "multiple_choice_grade_stderr": 0.05016135580465919
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.32,
45
+ "multiple_choice_grade_stderr": 0.046882617226215034
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.32,
49
+ "multiple_choice_grade_stderr": 0.046882617226215034
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.53,
53
+ "multiple_choice_grade_stderr": 0.05016135580465919
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.27,
57
+ "multiple_choice_grade_stderr": 0.04461960433384741
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.31,
61
+ "multiple_choice_grade_stderr": 0.04648231987117316
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.3,
65
+ "multiple_choice_grade_stderr": 0.046056618647183814
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.48,
69
+ "multiple_choice_grade_stderr": 0.050211673156867795
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.51,
73
+ "multiple_choice_grade_stderr": 0.05024183937956911
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.29,
77
+ "multiple_choice_grade_stderr": 0.045604802157206845
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.28,
81
+ "multiple_choice_grade_stderr": 0.04512608598542128
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.63,
85
+ "multiple_choice_grade_stderr": 0.04852365870939099
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": 0.8431372549019608,
93
+ "multiple_choice_grade_stderr": 0.05143089038668236
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": 0.44375,
101
+ "multiple_choice_grade_stderr": 0.039400853796259426
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.32323232323232326,
105
+ "multiple_choice_grade_stderr": 0.04724590344515123
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.5428571428571428,
109
+ "multiple_choice_grade_stderr": 0.05997140203803455
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": 0.3559322033898305,
117
+ "multiple_choice_grade_stderr": 0.06286883855871885
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.4067796610169492,
121
+ "multiple_choice_grade_stderr": 0.06450206738198198
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": 0.5144508670520231,
129
+ "multiple_choice_grade_stderr": 0.019012950588334448
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.5298507462686567,
133
+ "multiple_choice_grade_stderr": 0.04327816419216089
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.53,
137
+ "multiple_choice_grade_stderr": 0.03538020341900046
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": 0.6447368421052632,
145
+ "multiple_choice_grade_stderr": 0.05526315789473685
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=gpt3-finnish-8B",
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
+ }
gpt3_finnish_large_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.35384615384615387,0.04209983089826262,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.5,0.050251890762960605,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.41,0.049431107042371025,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.02,0.014070529413628954,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.49,0.05024183937956911,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.17,0.03775251680686371,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.33,0.047258156262526045,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.19,0.03942772444036623,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.18,0.038612291966536934,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.12,0.03265986323710906,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.2,0.040201512610368445,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.22,0.041633319989322674,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.2,0.04020151261036846,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036846,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.37,0.04852365870939099,0
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,0.7843137254901961,0.05816626264388756,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.13125,0.02677925573528598,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3434343434343434,0.04796759058757478,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.37142857142857144,0.05816884316617732,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.3793103448275862,0.06426835284800642,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.1791907514450867,0.014589482663952883,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4701492537313433,0.04327816419216089,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.505,0.03544228800309699,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5666666666666667,0.06451324335931519,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6447368421052632,0.055263157894736854,0
gpt3_finnish_large_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.36923076923076925,0.042490254996217565,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.39,0.04902071300001975,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6956521739130435,0.09810018692482896,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.37,0.048523658709391,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.41,0.049431107042371025,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.21,0.040936018074033256,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.4,0.04923659639173309,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.0358870281282637,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.29,0.045604802157206845,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.39,0.049020713000019756,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.24,0.042923469599092816,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.37,0.04852365870939099,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.28,0.04512608598542127,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.24,0.04292346959909282,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.27,0.044619604333847394,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.43,0.049756985195624284,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.2,0.04020151261036845,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036845,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.45,0.049999999999999996,0
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,0.8431372549019608,0.05143089038668236,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.26875,0.035156741348767645,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.40404040404040403,0.04956872738042619,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.35714285714285715,0.05768377522051773,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.11127167630057803,0.011962936633615834,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4626865671641791,0.043234602868397164,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.46,0.03533045720097816,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.4666666666666667,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6447368421052632,0.055263157894736854,0
gpt3_finnish_large_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.36923076923076925,
5
+ "multiple_choice_grade_stderr": 0.042490254996217565
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.39,
9
+ "multiple_choice_grade_stderr": 0.04902071300001975
10
+ },
11
+ "bigbench_arithmetic_1_digit_division": {
12
+ "multiple_choice_grade": 0.6956521739130435,
13
+ "multiple_choice_grade_stderr": 0.09810018692482896
14
+ },
15
+ "bigbench_arithmetic_1_digit_multiplication": {
16
+ "multiple_choice_grade": 0.37,
17
+ "multiple_choice_grade_stderr": 0.048523658709391
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.41,
21
+ "multiple_choice_grade_stderr": 0.049431107042371025
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": 0.4,
29
+ "multiple_choice_grade_stderr": 0.04923659639173309
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.15,
33
+ "multiple_choice_grade_stderr": 0.0358870281282637
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.29,
37
+ "multiple_choice_grade_stderr": 0.045604802157206845
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.39,
41
+ "multiple_choice_grade_stderr": 0.049020713000019756
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": 0.24,
49
+ "multiple_choice_grade_stderr": 0.042923469599092816
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": 0.28,
57
+ "multiple_choice_grade_stderr": 0.04512608598542127
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.24,
61
+ "multiple_choice_grade_stderr": 0.04292346959909282
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.27,
65
+ "multiple_choice_grade_stderr": 0.044619604333847394
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.31,
69
+ "multiple_choice_grade_stderr": 0.04648231987117316
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.43,
73
+ "multiple_choice_grade_stderr": 0.049756985195624284
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.2,
77
+ "multiple_choice_grade_stderr": 0.04020151261036845
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": 0.45,
85
+ "multiple_choice_grade_stderr": 0.049999999999999996
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": 0.8431372549019608,
93
+ "multiple_choice_grade_stderr": 0.05143089038668236
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": 0.26875,
101
+ "multiple_choice_grade_stderr": 0.035156741348767645
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.40404040404040403,
105
+ "multiple_choice_grade_stderr": 0.04956872738042619
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.35714285714285715,
109
+ "multiple_choice_grade_stderr": 0.05768377522051773
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.41379310344827586,
113
+ "multiple_choice_grade_stderr": 0.06523484847771846
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
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": 0.11127167630057803,
129
+ "multiple_choice_grade_stderr": 0.011962936633615834
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4626865671641791,
133
+ "multiple_choice_grade_stderr": 0.043234602868397164
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": 0.4666666666666667,
141
+ "multiple_choice_grade_stderr": 0.06494964005966064
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.6447368421052632,
145
+ "multiple_choice_grade_stderr": 0.055263157894736854
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=gpt3-finnish-large",
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
+ }
gpt3_finnish_large_bigbench_2shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3384615384615385,0.0416617354083896,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.41,0.04943110704237102,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.43,0.04975698519562428,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.44,0.04988876515698589,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.08,0.027265992434429086,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.4,0.049236596391733084,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036843,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.19,0.03942772444036623,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.32,0.046882617226215034,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.27,0.04461960433384741,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.29,0.045604802157206845,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.24,0.04292346959909284,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.35,0.047937248544110196,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.34,0.04760952285695236,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.18,0.038612291966536934,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.28,0.04512608598542128,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.44,0.049888765156985884,0
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,0.7843137254901961,0.05816626264388755,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.25,0.03434014098717226,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.36363636363636365,0.048592953074986234,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.45714285714285713,0.05997140203803455,0
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,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.20086705202312138,0.01524139953133884,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.48507462686567165,0.04333617784312701,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.515,0.03542810683297719,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.43333333333333335,0.0645132433593152,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6052631578947368,0.056441080498755805,0
gpt3_finnish_large_bigbench_2shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3384615384615385,
5
+ "multiple_choice_grade_stderr": 0.0416617354083896
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.41,
9
+ "multiple_choice_grade_stderr": 0.04943110704237102
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": 0.43,
17
+ "multiple_choice_grade_stderr": 0.04975698519562428
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.44,
21
+ "multiple_choice_grade_stderr": 0.04988876515698589
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.08,
25
+ "multiple_choice_grade_stderr": 0.027265992434429086
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": 0.2,
33
+ "multiple_choice_grade_stderr": 0.04020151261036843
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.19,
37
+ "multiple_choice_grade_stderr": 0.03942772444036623
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.32,
41
+ "multiple_choice_grade_stderr": 0.046882617226215034
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.27,
45
+ "multiple_choice_grade_stderr": 0.04461960433384741
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.29,
49
+ "multiple_choice_grade_stderr": 0.045604802157206845
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": 0.24,
57
+ "multiple_choice_grade_stderr": 0.04292346959909284
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.22,
61
+ "multiple_choice_grade_stderr": 0.041633319989322695
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.21,
65
+ "multiple_choice_grade_stderr": 0.040936018074033256
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.35,
69
+ "multiple_choice_grade_stderr": 0.047937248544110196
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.34,
73
+ "multiple_choice_grade_stderr": 0.04760952285695236
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.18,
77
+ "multiple_choice_grade_stderr": 0.038612291966536934
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.28,
81
+ "multiple_choice_grade_stderr": 0.04512608598542128
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.44,
85
+ "multiple_choice_grade_stderr": 0.049888765156985884
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": 0.7843137254901961,
93
+ "multiple_choice_grade_stderr": 0.05816626264388755
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": 0.25,
101
+ "multiple_choice_grade_stderr": 0.03434014098717226
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.36363636363636365,
105
+ "multiple_choice_grade_stderr": 0.048592953074986234
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.45714285714285713,
109
+ "multiple_choice_grade_stderr": 0.05997140203803455
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": 0.3728813559322034,
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": 0.20086705202312138,
129
+ "multiple_choice_grade_stderr": 0.01524139953133884
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": 0.515,
137
+ "multiple_choice_grade_stderr": 0.03542810683297719
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.43333333333333335,
141
+ "multiple_choice_grade_stderr": 0.0645132433593152
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.6052631578947368,
145
+ "multiple_choice_grade_stderr": 0.056441080498755805
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=gpt3-finnish-large",
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
+ }
gpt3_finnish_large_bigbench_3shot.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,0.47,0.050161355804659205,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.4782608695652174,0.10649955403405124,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.47,0.050161355804659205,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.47,0.05016135580465919,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.1,0.030151134457776348,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.41,0.04943110704237102,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.18,0.03861229196653697,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.28,0.04512608598542127,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.29,0.045604802157206845,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.3,0.04605661864718381,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.26,0.0440844002276808,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.22,0.0416333199893227,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.27,0.044619604333847394,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.24,0.042923469599092816,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.34,0.04760952285695235,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.32,0.046882617226215034,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.25,0.04351941398892446,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.24,0.042923469599092816,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.48,0.050211673156867795,0
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,0.8431372549019608,0.05143089038668235,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5490196078431373,0.07037003311735827,0
26
+ bigbench_emotions,multiple_choice_grade,0.2625,0.03489370652018762,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.36363636363636365,0.048592953074986234,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.4,0.058976782461958845,0
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,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5813953488372093,0.07612251984976479,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.27601156069364163,0.017005540046345993,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4253731343283582,0.0428698704965525,0
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,0.631578947368421,0.05570002760135977,0
gpt3_finnish_large_bigbench_3shot.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": 0.47,
9
+ "multiple_choice_grade_stderr": 0.050161355804659205
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": 0.47,
17
+ "multiple_choice_grade_stderr": 0.050161355804659205
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.47,
21
+ "multiple_choice_grade_stderr": 0.05016135580465919
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": 0.41,
29
+ "multiple_choice_grade_stderr": 0.04943110704237102
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.18,
33
+ "multiple_choice_grade_stderr": 0.03861229196653697
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.25,
37
+ "multiple_choice_grade_stderr": 0.04351941398892446
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.28,
41
+ "multiple_choice_grade_stderr": 0.04512608598542127
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.29,
45
+ "multiple_choice_grade_stderr": 0.045604802157206845
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.3,
49
+ "multiple_choice_grade_stderr": 0.04605661864718381
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": 0.22,
57
+ "multiple_choice_grade_stderr": 0.0416333199893227
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.27,
61
+ "multiple_choice_grade_stderr": 0.044619604333847394
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.24,
65
+ "multiple_choice_grade_stderr": 0.042923469599092816
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": 0.32,
73
+ "multiple_choice_grade_stderr": 0.046882617226215034
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.25,
77
+ "multiple_choice_grade_stderr": 0.04351941398892446
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.24,
81
+ "multiple_choice_grade_stderr": 0.042923469599092816
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.48,
85
+ "multiple_choice_grade_stderr": 0.050211673156867795
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": 0.8431372549019608,
93
+ "multiple_choice_grade_stderr": 0.05143089038668235
94
+ },
95
+ "bigbench_cause_and_effect_two_sentences": {
96
+ "multiple_choice_grade": 0.5490196078431373,
97
+ "multiple_choice_grade_stderr": 0.07037003311735827
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.2625,
101
+ "multiple_choice_grade_stderr": 0.03489370652018762
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.36363636363636365,
105
+ "multiple_choice_grade_stderr": 0.048592953074986234
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.4,
109
+ "multiple_choice_grade_stderr": 0.058976782461958845
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": 0.3728813559322034,
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": 0.27601156069364163,
129
+ "multiple_choice_grade_stderr": 0.017005540046345993
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4253731343283582,
133
+ "multiple_choice_grade_stderr": 0.0428698704965525
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": 0.631578947368421,
145
+ "multiple_choice_grade_stderr": 0.05570002760135977
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=gpt3-finnish-large",
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
+ }
gpt3_finnish_medium_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3769230769230769,0.04266800546039561,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.35,0.047937248544110196,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.29,0.045604802157206845,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.0,0.0,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.55,0.049999999999999996,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.11,0.031446603773522035,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.23,0.04229525846816505,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.24,0.042923469599092816,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.07,0.02564323999762428,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.2,0.04020151261036845,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.1,0.030151134457776348,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.2,0.04020151261036845,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.05,0.021904291355759026,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.11,0.031446603773522035,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.07,0.02564323999762429,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.13,0.03379976689896309,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.0,0.0,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.12,0.03265986323710906,0
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,0.7058823529411765,0.06443794794178427,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.43137254901960786,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.18125,0.03055034379985447,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.31313131313131315,0.0468475702186087,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.34285714285714286,0.05714285714285712,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.3793103448275862,0.06426835284800642,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
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,0.1936416184971098,0.015032263521320763,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4626865671641791,0.04323460286839717,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.525,0.0353997274497642,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5263157894736842,0.05765500605317536,0
gpt3_finnish_medium_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.33076923076923076,0.041424344670265414,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.26,0.04408440022768079,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.41,0.049431107042371025,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.3,0.046056618647183814,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.33,0.04725815626252604,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.11,0.031446603773522035,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.33,0.047258156262526045,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.2,0.04020151261036845,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816505,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.34,0.04760952285695236,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.2,0.04020151261036843,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.18,0.03861229196653696,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.2,0.04020151261036845,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.14,0.03487350880197769,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.14,0.034873508801977704,0
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,0.8235294117647058,0.05391265523477458,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.43137254901960786,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.23125,0.033437582657277455,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.40404040404040403,0.049568727380426184,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.3,0.055167728436737035,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.39655172413793105,0.06479366091762498,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.16329479768786126,0.014061556151875897,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4701492537313433,0.04327816419216089,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.485,0.03542810683297719,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5394736842105263,0.0575548235169272,0
gpt3_finnish_medium_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.33076923076923076,
5
+ "multiple_choice_grade_stderr": 0.041424344670265414
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.38,
9
+ "multiple_choice_grade_stderr": 0.04878317312145633
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": 0.26,
17
+ "multiple_choice_grade_stderr": 0.04408440022768079
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.41,
21
+ "multiple_choice_grade_stderr": 0.049431107042371025
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.3,
25
+ "multiple_choice_grade_stderr": 0.046056618647183814
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.33,
29
+ "multiple_choice_grade_stderr": 0.04725815626252604
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.11,
33
+ "multiple_choice_grade_stderr": 0.031446603773522035
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.33,
37
+ "multiple_choice_grade_stderr": 0.047258156262526045
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.2,
41
+ "multiple_choice_grade_stderr": 0.04020151261036845
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": 0.23,
49
+ "multiple_choice_grade_stderr": 0.04229525846816505
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.34,
53
+ "multiple_choice_grade_stderr": 0.04760952285695236
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.2,
57
+ "multiple_choice_grade_stderr": 0.04020151261036843
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.18,
61
+ "multiple_choice_grade_stderr": 0.03861229196653696
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.21,
65
+ "multiple_choice_grade_stderr": 0.040936018074033256
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.3,
69
+ "multiple_choice_grade_stderr": 0.046056618647183814
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.2,
73
+ "multiple_choice_grade_stderr": 0.04020151261036845
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.14,
77
+ "multiple_choice_grade_stderr": 0.03487350880197769
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.14,
81
+ "multiple_choice_grade_stderr": 0.034873508801977704
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": 0.8235294117647058,
93
+ "multiple_choice_grade_stderr": 0.05391265523477458
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": 0.23125,
101
+ "multiple_choice_grade_stderr": 0.033437582657277455
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.40404040404040403,
105
+ "multiple_choice_grade_stderr": 0.049568727380426184
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.3,
109
+ "multiple_choice_grade_stderr": 0.055167728436737035
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": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
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": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.16329479768786126,
129
+ "multiple_choice_grade_stderr": 0.014061556151875897
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4701492537313433,
133
+ "multiple_choice_grade_stderr": 0.04327816419216089
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": 0.5166666666666667,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
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=gpt3-finnish-medium",
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
+ }
gpt3_finnish_medium_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,0.42,0.049604496374885836,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6521739130434783,0.10154334054280735,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.33,0.047258156262526045,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.47,0.050161355804659205,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.3,0.046056618647183814,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.28,0.04512608598542128,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.16,0.0368452949177471,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.29,0.04560480215720683,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.17,0.03775251680686371,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.23,0.04229525846816506,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.18,0.038612291966536934,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.27,0.044619604333847394,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.1,0.03015113445777634,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.15,0.03588702812826371,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.22,0.041633319989322695,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.29,0.045604802157206845,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.16,0.03684529491774709,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.15,0.035887028128263686,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.19,0.03942772444036623,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.46,0.05009082659620332,0
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,0.8235294117647058,0.05391265523477458,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.2,0.031722063428725716,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.2828282828282828,0.045494611170084985,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.3,0.05516772843673704,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.20086705202312138,0.015241399531338837,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.44029850746268656,0.0430453277257087,0
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,0.5657894736842105,0.05723306097613564,0
gpt3_finnish_medium_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": 0.42,
9
+ "multiple_choice_grade_stderr": 0.049604496374885836
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": 0.33,
17
+ "multiple_choice_grade_stderr": 0.047258156262526045
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.47,
21
+ "multiple_choice_grade_stderr": 0.050161355804659205
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.3,
25
+ "multiple_choice_grade_stderr": 0.046056618647183814
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.28,
29
+ "multiple_choice_grade_stderr": 0.04512608598542128
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.16,
33
+ "multiple_choice_grade_stderr": 0.0368452949177471
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.29,
37
+ "multiple_choice_grade_stderr": 0.04560480215720683
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.17,
41
+ "multiple_choice_grade_stderr": 0.03775251680686371
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.23,
45
+ "multiple_choice_grade_stderr": 0.04229525846816506
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.18,
49
+ "multiple_choice_grade_stderr": 0.038612291966536934
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.27,
53
+ "multiple_choice_grade_stderr": 0.044619604333847394
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.1,
57
+ "multiple_choice_grade_stderr": 0.03015113445777634
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": 0.22,
65
+ "multiple_choice_grade_stderr": 0.041633319989322695
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": 0.16,
73
+ "multiple_choice_grade_stderr": 0.03684529491774709
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.15,
77
+ "multiple_choice_grade_stderr": 0.035887028128263686
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.19,
81
+ "multiple_choice_grade_stderr": 0.03942772444036623
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.46,
85
+ "multiple_choice_grade_stderr": 0.05009082659620332
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": 0.8235294117647058,
93
+ "multiple_choice_grade_stderr": 0.05391265523477458
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": 0.031722063428725716
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.2828282828282828,
105
+ "multiple_choice_grade_stderr": 0.045494611170084985
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.3,
109
+ "multiple_choice_grade_stderr": 0.05516772843673704
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.43103448275862066,
113
+ "multiple_choice_grade_stderr": 0.06559361295281742
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
121
+ "multiple_choice_grade_stderr": 0.0634959746661109
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.20086705202312138,
129
+ "multiple_choice_grade_stderr": 0.015241399531338837
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": 0.49,
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": 0.5657894736842105,
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=gpt3-finnish-medium",
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
+ }
gpt3_finnish_medium_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3076923076923077,0.04063619567656727,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.42,0.049604496374885836,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.35,0.047937248544110196,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.46,0.05009082659620333,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.29,0.045604802157206845,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.34,0.047609522856952344,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.17,0.03775251680686371,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.28,0.045126085985421276,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.11,0.031446603773522035,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.23,0.04229525846816505,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.24,0.04292346959909283,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.27,0.04461960433384741,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.12,0.03265986323710906,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.18,0.038612291966536955,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.32,0.046882617226215034,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.14,0.03487350880197771,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.15,0.035887028128263686,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.16,0.03684529491774709,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.47,0.050161355804659205,0
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,0.7058823529411765,0.06443794794178426,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.225,0.03311643267635493,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3333333333333333,0.04761904761904759,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2571428571428571,0.05261569834670152,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.43103448275862066,0.06559361295281742,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3389830508474576,0.062155747381159164,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.2774566473988439,0.017032974583839292,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4552238805970149,0.043181301572530396,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.535,0.035357115664894224,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5,0.06509445549041193,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.5789473684210527,0.0570107958220067,0
gpt3_finnish_medium_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3076923076923077,
5
+ "multiple_choice_grade_stderr": 0.04063619567656727
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.42,
9
+ "multiple_choice_grade_stderr": 0.049604496374885836
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": 0.35,
17
+ "multiple_choice_grade_stderr": 0.047937248544110196
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.46,
21
+ "multiple_choice_grade_stderr": 0.05009082659620333
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.29,
25
+ "multiple_choice_grade_stderr": 0.045604802157206845
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.34,
29
+ "multiple_choice_grade_stderr": 0.047609522856952344
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.17,
33
+ "multiple_choice_grade_stderr": 0.03775251680686371
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.28,
37
+ "multiple_choice_grade_stderr": 0.045126085985421276
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.11,
41
+ "multiple_choice_grade_stderr": 0.031446603773522035
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.23,
45
+ "multiple_choice_grade_stderr": 0.04229525846816505
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.24,
49
+ "multiple_choice_grade_stderr": 0.04292346959909283
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": 0.12,
57
+ "multiple_choice_grade_stderr": 0.03265986323710906
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.18,
61
+ "multiple_choice_grade_stderr": 0.038612291966536955
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.21,
65
+ "multiple_choice_grade_stderr": 0.040936018074033256
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": 0.14,
73
+ "multiple_choice_grade_stderr": 0.03487350880197771
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.15,
77
+ "multiple_choice_grade_stderr": 0.035887028128263686
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": 0.47,
85
+ "multiple_choice_grade_stderr": 0.050161355804659205
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": 0.7058823529411765,
93
+ "multiple_choice_grade_stderr": 0.06443794794178426
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": 0.225,
101
+ "multiple_choice_grade_stderr": 0.03311643267635493
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": 0.05261569834670152
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": 0.3389830508474576,
117
+ "multiple_choice_grade_stderr": 0.062155747381159164
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": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.2774566473988439,
129
+ "multiple_choice_grade_stderr": 0.017032974583839292
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": 0.535,
137
+ "multiple_choice_grade_stderr": 0.035357115664894224
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": 0.5789473684210527,
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=gpt3-finnish-medium",
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
+ }
gpt3_finnish_small_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3923076923076923,0.04298930521985775,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.27,0.044619604333847394,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.782608695652174,0.08793911249520547,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.22,0.04163331998932269,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.26,0.04408440022768081,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.07,0.02564323999762429,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.6,0.04923659639173309,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.27,0.044619604333847394,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.39,0.04902071300001975,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.24,0.04292346959909283,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.22,0.041633319989322674,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.22,0.04163331998932269,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.25,0.04351941398892446,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.29,0.04560480215720684,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.06,0.023868325657594208,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.13,0.033799766898963086,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.24,0.04292346959909283,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.17,0.03775251680686371,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.01,0.009999999999999998,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.11,0.03144660377352203,0
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,0.6666666666666666,0.06666666666666665,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5294117647058824,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.1375,0.027310669005160514,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.2828282828282828,0.04549461117008497,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2857142857142857,0.05438478483049146,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.39655172413793105,0.06479366091762498,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.288135593220339,0.059467967781548406,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.20664739884393063,0.015403133263066289,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5223880597014925,0.043312014931941006,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.6,0.0347279448103939,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5333333333333333,0.06494964005966064,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.40789473684210525,0.05674699645486269,0
gpt3_finnish_small_bigbench_1shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.35384615384615387,0.042099830898262615,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.38,0.04878317312145633,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.4782608695652174,0.10649955403405124,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.15,0.03588702812826371,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.4,0.04923659639173309,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.35,0.0479372485441102,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.37,0.048523658709391,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.14,0.03487350880197771,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.36,0.048241815132442176,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.2,0.040201512610368445,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036844,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.28,0.045126085985421276,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.22,0.04163331998932272,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.23,0.04229525846816505,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.26,0.04408440022768078,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.33,0.047258156262526045,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.19,0.039427724440366234,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036846,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.35,0.047937248544110196,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6274509803921569,0.06837488538887332,0
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,0.43137254901960786,0.07004145529212454,0
26
+ bigbench_emotions,multiple_choice_grade,0.13125,0.02677925573528599,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.24242424242424243,0.04329004329004327,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.18571428571428572,0.04681516071108386,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.39655172413793105,0.06479366091762498,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.157514450867052,0.013858059070755343,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.4925373134328358,0.04335066912520505,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.49,0.035436970729343674,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.3684210526315789,0.05570002760135977,0
gpt3_finnish_small_bigbench_1shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.35384615384615387,
5
+ "multiple_choice_grade_stderr": 0.042099830898262615
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": 0.4782608695652174,
13
+ "multiple_choice_grade_stderr": 0.10649955403405124
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": 0.4,
21
+ "multiple_choice_grade_stderr": 0.04923659639173309
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.35,
25
+ "multiple_choice_grade_stderr": 0.0479372485441102
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.37,
29
+ "multiple_choice_grade_stderr": 0.048523658709391
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.14,
33
+ "multiple_choice_grade_stderr": 0.03487350880197771
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": 0.36,
41
+ "multiple_choice_grade_stderr": 0.048241815132442176
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.2,
45
+ "multiple_choice_grade_stderr": 0.040201512610368445
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.2,
49
+ "multiple_choice_grade_stderr": 0.04020151261036844
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": 0.22,
57
+ "multiple_choice_grade_stderr": 0.04163331998932272
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.23,
61
+ "multiple_choice_grade_stderr": 0.04229525846816505
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.26,
65
+ "multiple_choice_grade_stderr": 0.04408440022768078
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.3,
69
+ "multiple_choice_grade_stderr": 0.046056618647183814
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.33,
73
+ "multiple_choice_grade_stderr": 0.047258156262526045
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.19,
77
+ "multiple_choice_grade_stderr": 0.039427724440366234
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.2,
81
+ "multiple_choice_grade_stderr": 0.04020151261036846
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.35,
85
+ "multiple_choice_grade_stderr": 0.047937248544110196
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6274509803921569,
89
+ "multiple_choice_grade_stderr": 0.06837488538887332
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": 0.43137254901960786,
97
+ "multiple_choice_grade_stderr": 0.07004145529212454
98
+ },
99
+ "bigbench_emotions": {
100
+ "multiple_choice_grade": 0.13125,
101
+ "multiple_choice_grade_stderr": 0.02677925573528599
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": 0.18571428571428572,
109
+ "multiple_choice_grade_stderr": 0.04681516071108386
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": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
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": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.157514450867052,
129
+ "multiple_choice_grade_stderr": 0.013858059070755343
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.4925373134328358,
133
+ "multiple_choice_grade_stderr": 0.04335066912520505
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.49,
137
+ "multiple_choice_grade_stderr": 0.035436970729343674
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.5166666666666667,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.3684210526315789,
145
+ "multiple_choice_grade_stderr": 0.05570002760135977
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=gpt3-finnish-small",
189
+ "num_fewshot": 1,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt3_finnish_small_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,0.49,0.05024183937956911,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816506,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.44,0.04988876515698589,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.4,0.049236596391733084,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.32,0.04688261722621504,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.13,0.03379976689896309,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.25,0.04351941398892446,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.36,0.048241815132442176,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.2,0.04020151261036846,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.28,0.045126085985421276,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.23,0.04229525846816506,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.19,0.03942772444036624,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.19,0.039427724440366234,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.38,0.04878317312145632,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.36,0.048241815132442176,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.08,0.027265992434429086,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.21,0.04093601807403325,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.41,0.049431107042371025,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6470588235294118,0.06758308995927091,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6862745098039216,0.0656203942379667,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.15,0.02831760569774277,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.24242424242424243,0.043290043290043274,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.2,0.04815434123430765,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3050847457627119,0.060459168847106955,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5348837209302325,0.07696367820108108,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.18063583815028902,0.01463529287638173,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.44776119402985076,0.043118224183899725,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.505,0.035442288003096976,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.5166666666666667,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.4342105263157895,0.05723306097613564,0
gpt3_finnish_small_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": 0.49,
9
+ "multiple_choice_grade_stderr": 0.05024183937956911
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": 0.23,
17
+ "multiple_choice_grade_stderr": 0.04229525846816506
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.44,
21
+ "multiple_choice_grade_stderr": 0.04988876515698589
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.4,
25
+ "multiple_choice_grade_stderr": 0.049236596391733084
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.32,
29
+ "multiple_choice_grade_stderr": 0.04688261722621504
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.13,
33
+ "multiple_choice_grade_stderr": 0.03379976689896309
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": 0.36,
41
+ "multiple_choice_grade_stderr": 0.048241815132442176
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": 0.28,
49
+ "multiple_choice_grade_stderr": 0.045126085985421276
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.3,
53
+ "multiple_choice_grade_stderr": 0.046056618647183814
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.23,
57
+ "multiple_choice_grade_stderr": 0.04229525846816506
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.19,
61
+ "multiple_choice_grade_stderr": 0.03942772444036624
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.19,
65
+ "multiple_choice_grade_stderr": 0.039427724440366234
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.38,
69
+ "multiple_choice_grade_stderr": 0.04878317312145632
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.36,
73
+ "multiple_choice_grade_stderr": 0.048241815132442176
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": 0.21,
81
+ "multiple_choice_grade_stderr": 0.04093601807403325
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.41,
85
+ "multiple_choice_grade_stderr": 0.049431107042371025
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6470588235294118,
89
+ "multiple_choice_grade_stderr": 0.06758308995927091
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6862745098039216,
93
+ "multiple_choice_grade_stderr": 0.0656203942379667
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": 0.15,
101
+ "multiple_choice_grade_stderr": 0.02831760569774277
102
+ },
103
+ "bigbench_empirical_judgments": {
104
+ "multiple_choice_grade": 0.24242424242424243,
105
+ "multiple_choice_grade_stderr": 0.043290043290043274
106
+ },
107
+ "bigbench_general_knowledge": {
108
+ "multiple_choice_grade": 0.2,
109
+ "multiple_choice_grade_stderr": 0.04815434123430765
110
+ },
111
+ "bigbench_hhh_alignment_harmless": {
112
+ "multiple_choice_grade": 0.41379310344827586,
113
+ "multiple_choice_grade_stderr": 0.06523484847771846
114
+ },
115
+ "bigbench_hhh_alignment_helpful": {
116
+ "multiple_choice_grade": 0.3050847457627119,
117
+ "multiple_choice_grade_stderr": 0.060459168847106955
118
+ },
119
+ "bigbench_hhh_alignment_honest": {
120
+ "multiple_choice_grade": 0.3728813559322034,
121
+ "multiple_choice_grade_stderr": 0.0634959746661109
122
+ },
123
+ "bigbench_hhh_alignment_other": {
124
+ "multiple_choice_grade": 0.5348837209302325,
125
+ "multiple_choice_grade_stderr": 0.07696367820108108
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.18063583815028902,
129
+ "multiple_choice_grade_stderr": 0.01463529287638173
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.44776119402985076,
133
+ "multiple_choice_grade_stderr": 0.043118224183899725
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.505,
137
+ "multiple_choice_grade_stderr": 0.035442288003096976
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": 0.4342105263157895,
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=gpt3-finnish-small",
189
+ "num_fewshot": 2,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt3_finnish_small_bigbench_3shot.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.3230769230769231,0.041174446886055975,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.46,0.05009082659620332,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.5652173913043478,0.10568965974008646,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.23,0.04229525846816505,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.48,0.050211673156867795,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.54,0.05009082659620332,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.32,0.04688261722621505,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.17,0.03775251680686371,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.26,0.044084400227680794,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.45,0.05,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.14,0.03487350880197771,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.25,0.04351941398892446,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.34,0.04760952285695236,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.2,0.040201512610368445,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.22,0.04163331998932269,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.23,0.042295258468165065,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.45,0.05,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.35,0.0479372485441102,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.15,0.03588702812826371,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.21,0.04093601807403325,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.51,0.05024183937956912,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.6470588235294118,0.06758308995927091,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.6666666666666666,0.06666666666666665,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.45098039215686275,0.0703700331173583,0
26
+ bigbench_emotions,multiple_choice_grade,0.10625,0.024438465594814447,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.35353535353535354,0.04829206502361188,0
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,0.3220338983050847,0.06135370413564329,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.19508670520231214,0.015074723799137602,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.5,0.043355498476206004,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.525,0.035399727449764204,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.55,0.06476816543825593,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.40789473684210525,0.05674699645486269,0
gpt3_finnish_small_bigbench_3shot.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.3230769230769231,
5
+ "multiple_choice_grade_stderr": 0.041174446886055975
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.46,
9
+ "multiple_choice_grade_stderr": 0.05009082659620332
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": 0.23,
17
+ "multiple_choice_grade_stderr": 0.04229525846816505
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": 0.54,
25
+ "multiple_choice_grade_stderr": 0.05009082659620332
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": 0.17,
33
+ "multiple_choice_grade_stderr": 0.03775251680686371
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.26,
37
+ "multiple_choice_grade_stderr": 0.044084400227680794
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.45,
41
+ "multiple_choice_grade_stderr": 0.05
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.14,
45
+ "multiple_choice_grade_stderr": 0.03487350880197771
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.25,
49
+ "multiple_choice_grade_stderr": 0.04351941398892446
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.34,
53
+ "multiple_choice_grade_stderr": 0.04760952285695236
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.2,
57
+ "multiple_choice_grade_stderr": 0.040201512610368445
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.22,
61
+ "multiple_choice_grade_stderr": 0.04163331998932269
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.23,
65
+ "multiple_choice_grade_stderr": 0.042295258468165065
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.45,
69
+ "multiple_choice_grade_stderr": 0.05
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.35,
73
+ "multiple_choice_grade_stderr": 0.0479372485441102
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.15,
77
+ "multiple_choice_grade_stderr": 0.03588702812826371
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.21,
81
+ "multiple_choice_grade_stderr": 0.04093601807403325
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.51,
85
+ "multiple_choice_grade_stderr": 0.05024183937956912
86
+ },
87
+ "bigbench_cause_and_effect_one_sentence": {
88
+ "multiple_choice_grade": 0.6470588235294118,
89
+ "multiple_choice_grade_stderr": 0.06758308995927091
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.6666666666666666,
93
+ "multiple_choice_grade_stderr": 0.06666666666666665
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": 0.10625,
101
+ "multiple_choice_grade_stderr": 0.024438465594814447
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": 0.21428571428571427,
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": 0.3220338983050847,
117
+ "multiple_choice_grade_stderr": 0.06135370413564329
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": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
126
+ },
127
+ "bigbench_intent_recognition": {
128
+ "multiple_choice_grade": 0.19508670520231214,
129
+ "multiple_choice_grade_stderr": 0.015074723799137602
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": 0.525,
137
+ "multiple_choice_grade_stderr": 0.035399727449764204
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": 0.40789473684210525,
145
+ "multiple_choice_grade_stderr": 0.05674699645486269
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=gpt3-finnish-small",
189
+ "num_fewshot": 3,
190
+ "batch_size": null,
191
+ "device": "cuda:0",
192
+ "no_cache": false,
193
+ "limit": null,
194
+ "bootstrap_iters": 100000,
195
+ "description_dict": {}
196
+ }
197
+ }
gpt3_finnish_xl_bigbench.csv ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ task,metric,value,err,version
2
+ bigbench_analogies,multiple_choice_grade,0.4307692307692308,0.04359851186846965,0
3
+ bigbench_arithmetic_1_digit_addition,multiple_choice_grade,0.32,0.046882617226215034,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.38,0.048783173121456316,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.24,0.04292346959909283,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.01,0.009999999999999995,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.51,0.05024183937956912,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.15,0.035887028128263714,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.31,0.04648231987117316,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.17,0.03775251680686371,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.24,0.042923469599092816,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.2,0.04020151261036843,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.27,0.04461960433384741,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.17,0.03775251680686371,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.23,0.04229525846816506,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.27,0.044619604333847394,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.3,0.046056618647183814,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.16,0.036845294917747094,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.24,0.042923469599092816,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.4,0.049236596391733084,0
23
+ bigbench_cause_and_effect_one_sentence,multiple_choice_grade,0.49019607843137253,0.07069708383262727,0
24
+ bigbench_cause_and_effect_one_sentence_no_prompt,multiple_choice_grade,0.7843137254901961,0.058166262643887544,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.5098039215686274,0.07069708383262727,0
26
+ bigbench_emotions,multiple_choice_grade,0.3,0.036342189215581536,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3333333333333333,0.04761904761904759,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.38571428571428573,0.05859944792614804,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.41379310344827586,0.06523484847771846,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3220338983050847,0.06135370413564329,0
31
+ bigbench_hhh_alignment_honest,multiple_choice_grade,0.3728813559322034,0.0634959746661109,0
32
+ bigbench_hhh_alignment_other,multiple_choice_grade,0.5581395348837209,0.07662832288817804,0
33
+ bigbench_intent_recognition,multiple_choice_grade,0.18063583815028902,0.014635292876381762,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.47761194029850745,0.043312014931941,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.525,0.0353997274497642,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.55,0.06476816543825593,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.6052631578947368,0.056441080498755805,0
gpt3_finnish_xl_bigbench.json ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "results": {
3
+ "bigbench_analogies": {
4
+ "multiple_choice_grade": 0.4307692307692308,
5
+ "multiple_choice_grade_stderr": 0.04359851186846965
6
+ },
7
+ "bigbench_arithmetic_1_digit_addition": {
8
+ "multiple_choice_grade": 0.32,
9
+ "multiple_choice_grade_stderr": 0.046882617226215034
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": 0.38,
17
+ "multiple_choice_grade_stderr": 0.048783173121456316
18
+ },
19
+ "bigbench_arithmetic_1_digit_subtraction": {
20
+ "multiple_choice_grade": 0.24,
21
+ "multiple_choice_grade_stderr": 0.04292346959909283
22
+ },
23
+ "bigbench_arithmetic_2_digit_addition": {
24
+ "multiple_choice_grade": 0.01,
25
+ "multiple_choice_grade_stderr": 0.009999999999999995
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.51,
29
+ "multiple_choice_grade_stderr": 0.05024183937956912
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.15,
33
+ "multiple_choice_grade_stderr": 0.035887028128263714
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.31,
37
+ "multiple_choice_grade_stderr": 0.04648231987117316
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.17,
41
+ "multiple_choice_grade_stderr": 0.03775251680686371
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.24,
45
+ "multiple_choice_grade_stderr": 0.042923469599092816
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.2,
49
+ "multiple_choice_grade_stderr": 0.04020151261036843
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": 0.17,
57
+ "multiple_choice_grade_stderr": 0.03775251680686371
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.23,
61
+ "multiple_choice_grade_stderr": 0.04229525846816506
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.27,
65
+ "multiple_choice_grade_stderr": 0.044619604333847394
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.3,
69
+ "multiple_choice_grade_stderr": 0.046056618647183814
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.16,
73
+ "multiple_choice_grade_stderr": 0.036845294917747094
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.22,
77
+ "multiple_choice_grade_stderr": 0.041633319989322695
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.24,
81
+ "multiple_choice_grade_stderr": 0.042923469599092816
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": 0.49019607843137253,
89
+ "multiple_choice_grade_stderr": 0.07069708383262727
90
+ },
91
+ "bigbench_cause_and_effect_one_sentence_no_prompt": {
92
+ "multiple_choice_grade": 0.7843137254901961,
93
+ "multiple_choice_grade_stderr": 0.058166262643887544
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": 0.3,
101
+ "multiple_choice_grade_stderr": 0.036342189215581536
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": 0.38571428571428573,
109
+ "multiple_choice_grade_stderr": 0.05859944792614804
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": 0.3220338983050847,
117
+ "multiple_choice_grade_stderr": 0.06135370413564329
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": 0.5581395348837209,
125
+ "multiple_choice_grade_stderr": 0.07662832288817804
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": 0.47761194029850745,
133
+ "multiple_choice_grade_stderr": 0.043312014931941
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.525,
137
+ "multiple_choice_grade_stderr": 0.0353997274497642
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": 0.6052631578947368,
145
+ "multiple_choice_grade_stderr": 0.056441080498755805
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=gpt3-finnish-xl",
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
+ }
gpt3_finnish_xl_bigbench_1shot.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,0.48,0.050211673156867795,0
4
+ bigbench_arithmetic_1_digit_division,multiple_choice_grade,0.6086956521739131,0.10405096111532161,0
5
+ bigbench_arithmetic_1_digit_multiplication,multiple_choice_grade,0.39,0.04902071300001974,0
6
+ bigbench_arithmetic_1_digit_subtraction,multiple_choice_grade,0.5,0.050251890762960605,0
7
+ bigbench_arithmetic_2_digit_addition,multiple_choice_grade,0.27,0.044619604333847394,0
8
+ bigbench_arithmetic_2_digit_division,multiple_choice_grade,0.49,0.05024183937956911,0
9
+ bigbench_arithmetic_2_digit_multiplication,multiple_choice_grade,0.21,0.040936018074033256,0
10
+ bigbench_arithmetic_2_digit_subtraction,multiple_choice_grade,0.4,0.049236596391733084,0
11
+ bigbench_arithmetic_3_digit_addition,multiple_choice_grade,0.5,0.050251890762960605,0
12
+ bigbench_arithmetic_3_digit_division,multiple_choice_grade,0.33,0.04725815626252604,0
13
+ bigbench_arithmetic_3_digit_multiplication,multiple_choice_grade,0.19,0.03942772444036623,0
14
+ bigbench_arithmetic_3_digit_subtraction,multiple_choice_grade,0.45,0.05,0
15
+ bigbench_arithmetic_4_digit_addition,multiple_choice_grade,0.32,0.04688261722621502,0
16
+ bigbench_arithmetic_4_digit_division,multiple_choice_grade,0.22,0.041633319989322695,0
17
+ bigbench_arithmetic_4_digit_multiplication,multiple_choice_grade,0.3,0.046056618647183814,0
18
+ bigbench_arithmetic_4_digit_subtraction,multiple_choice_grade,0.45,0.05,0
19
+ bigbench_arithmetic_5_digit_addition,multiple_choice_grade,0.37,0.04852365870939099,0
20
+ bigbench_arithmetic_5_digit_division,multiple_choice_grade,0.19,0.03942772444036624,0
21
+ bigbench_arithmetic_5_digit_multiplication,multiple_choice_grade,0.18,0.03861229196653694,0
22
+ bigbench_arithmetic_5_digit_subtraction,multiple_choice_grade,0.49,0.05024183937956912,0
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,0.8823529411764706,0.04556450995538139,0
25
+ bigbench_cause_and_effect_two_sentences,multiple_choice_grade,0.47058823529411764,0.07058823529411762,0
26
+ bigbench_emotions,multiple_choice_grade,0.26875,0.03515674134876765,0
27
+ bigbench_empirical_judgments,multiple_choice_grade,0.3333333333333333,0.04761904761904759,0
28
+ bigbench_general_knowledge,multiple_choice_grade,0.32857142857142857,0.05654448612875195,0
29
+ bigbench_hhh_alignment_harmless,multiple_choice_grade,0.4482758620689655,0.06587130109529918,0
30
+ bigbench_hhh_alignment_helpful,multiple_choice_grade,0.3559322033898305,0.06286883855871885,0
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,0.22687861271676302,0.01593241459241323,0
34
+ bigbench_misconceptions,multiple_choice_grade,0.43283582089552236,0.04296256221665221,0
35
+ bigbench_paraphrase,multiple_choice_grade,0.505,0.03544228800309699,0
36
+ bigbench_sentence_ambiguity,multiple_choice_grade,0.48333333333333334,0.06505828185300304,0
37
+ bigbench_similarities_abstraction,multiple_choice_grade,0.631578947368421,0.05570002760135977,0
gpt3_finnish_xl_bigbench_1shot.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": 0.48,
9
+ "multiple_choice_grade_stderr": 0.050211673156867795
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": 0.39,
17
+ "multiple_choice_grade_stderr": 0.04902071300001974
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": 0.27,
25
+ "multiple_choice_grade_stderr": 0.044619604333847394
26
+ },
27
+ "bigbench_arithmetic_2_digit_division": {
28
+ "multiple_choice_grade": 0.49,
29
+ "multiple_choice_grade_stderr": 0.05024183937956911
30
+ },
31
+ "bigbench_arithmetic_2_digit_multiplication": {
32
+ "multiple_choice_grade": 0.21,
33
+ "multiple_choice_grade_stderr": 0.040936018074033256
34
+ },
35
+ "bigbench_arithmetic_2_digit_subtraction": {
36
+ "multiple_choice_grade": 0.4,
37
+ "multiple_choice_grade_stderr": 0.049236596391733084
38
+ },
39
+ "bigbench_arithmetic_3_digit_addition": {
40
+ "multiple_choice_grade": 0.5,
41
+ "multiple_choice_grade_stderr": 0.050251890762960605
42
+ },
43
+ "bigbench_arithmetic_3_digit_division": {
44
+ "multiple_choice_grade": 0.33,
45
+ "multiple_choice_grade_stderr": 0.04725815626252604
46
+ },
47
+ "bigbench_arithmetic_3_digit_multiplication": {
48
+ "multiple_choice_grade": 0.19,
49
+ "multiple_choice_grade_stderr": 0.03942772444036623
50
+ },
51
+ "bigbench_arithmetic_3_digit_subtraction": {
52
+ "multiple_choice_grade": 0.45,
53
+ "multiple_choice_grade_stderr": 0.05
54
+ },
55
+ "bigbench_arithmetic_4_digit_addition": {
56
+ "multiple_choice_grade": 0.32,
57
+ "multiple_choice_grade_stderr": 0.04688261722621502
58
+ },
59
+ "bigbench_arithmetic_4_digit_division": {
60
+ "multiple_choice_grade": 0.22,
61
+ "multiple_choice_grade_stderr": 0.041633319989322695
62
+ },
63
+ "bigbench_arithmetic_4_digit_multiplication": {
64
+ "multiple_choice_grade": 0.3,
65
+ "multiple_choice_grade_stderr": 0.046056618647183814
66
+ },
67
+ "bigbench_arithmetic_4_digit_subtraction": {
68
+ "multiple_choice_grade": 0.45,
69
+ "multiple_choice_grade_stderr": 0.05
70
+ },
71
+ "bigbench_arithmetic_5_digit_addition": {
72
+ "multiple_choice_grade": 0.37,
73
+ "multiple_choice_grade_stderr": 0.04852365870939099
74
+ },
75
+ "bigbench_arithmetic_5_digit_division": {
76
+ "multiple_choice_grade": 0.19,
77
+ "multiple_choice_grade_stderr": 0.03942772444036624
78
+ },
79
+ "bigbench_arithmetic_5_digit_multiplication": {
80
+ "multiple_choice_grade": 0.18,
81
+ "multiple_choice_grade_stderr": 0.03861229196653694
82
+ },
83
+ "bigbench_arithmetic_5_digit_subtraction": {
84
+ "multiple_choice_grade": 0.49,
85
+ "multiple_choice_grade_stderr": 0.05024183937956912
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": 0.8823529411764706,
93
+ "multiple_choice_grade_stderr": 0.04556450995538139
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": 0.26875,
101
+ "multiple_choice_grade_stderr": 0.03515674134876765
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": 0.32857142857142857,
109
+ "multiple_choice_grade_stderr": 0.05654448612875195
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": 0.3559322033898305,
117
+ "multiple_choice_grade_stderr": 0.06286883855871885
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": 0.22687861271676302,
129
+ "multiple_choice_grade_stderr": 0.01593241459241323
130
+ },
131
+ "bigbench_misconceptions": {
132
+ "multiple_choice_grade": 0.43283582089552236,
133
+ "multiple_choice_grade_stderr": 0.04296256221665221
134
+ },
135
+ "bigbench_paraphrase": {
136
+ "multiple_choice_grade": 0.505,
137
+ "multiple_choice_grade_stderr": 0.03544228800309699
138
+ },
139
+ "bigbench_sentence_ambiguity": {
140
+ "multiple_choice_grade": 0.48333333333333334,
141
+ "multiple_choice_grade_stderr": 0.06505828185300304
142
+ },
143
+ "bigbench_similarities_abstraction": {
144
+ "multiple_choice_grade": 0.631578947368421,
145
+ "multiple_choice_grade_stderr": 0.05570002760135977
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=gpt3-finnish-xl",
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
+ }