Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
README.md 5.05 KB
Newer Older
Julen Etxaniz's avatar
add basic markdown tables with results  
Julen Etxaniz committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116 
# xglm-1.7B

## xglm-1.7B_common_sense_reasoning_0-shot.json
|    Task     |Version| Metric |Value|   |Stderr|
|-------------|------:|--------|----:|---|-----:|
|arc_challenge|      0|acc     |20.99|±  |  1.19|
|             |       |acc_norm|24.32|±  |  1.25|
|arc_easy     |      0|acc     |53.62|±  |  1.02|
|             |       |acc_norm|47.90|±  |  1.03|
|boolq        |      1|acc     |58.56|±  |  0.86|
|copa         |      0|acc     |68.00|±  |  4.69|
|hellaswag    |      0|acc     |36.18|±  |  0.48|
|             |       |acc_norm|45.80|±  |  0.50|
|mc_taco      |      0|em      |12.91|   |      |
|             |       |f1      |34.52|   |      |
|openbookqa   |      0|acc     |17.00|±  |  1.68|
|             |       |acc_norm|29.80|±  |  2.05|
|piqa         |      0|acc     |69.70|±  |  1.07|
|             |       |acc_norm|70.35|±  |  1.07|
|prost        |      0|acc     |22.69|±  |  0.31|
|             |       |acc_norm|27.21|±  |  0.33|
|swag         |      0|acc     |45.97|±  |  0.35|
|             |       |acc_norm|62.19|±  |  0.34|
|winogrande   |      0|acc     |54.93|±  |  1.40|
|wsc273       |      0|acc     |68.13|±  |  2.83|

## xglm-1.7B_gsm8k_8-shot.json
|Task |Version|Metric|Value|   |Stderr|
|-----|------:|------|----:|---|-----:|
|gsm8k|      0|acc   | 0.99|±  |  0.27|

## xglm-1.7B_mathematical_reasoning_few_shot_5-shot.json
|          Task           |Version| Metric |Value|   |Stderr|
|-------------------------|------:|--------|----:|---|-----:|
|drop                     |      1|em      | 0.67|±  |  0.08|
|                         |       |f1      | 3.44|±  |  0.13|
|gsm8k                    |      0|acc     | 0.83|±  |  0.25|
|math_algebra             |      1|acc     | 0.00|±  |  0.00|
|math_counting_and_prob   |      1|acc     | 0.00|±  |  0.00|
|math_geometry            |      1|acc     | 0.00|±  |  0.00|
|math_intermediate_algebra|      1|acc     | 0.00|±  |  0.00|
|math_num_theory          |      1|acc     | 0.00|±  |  0.00|
|math_prealgebra          |      1|acc     | 0.00|±  |  0.00|
|math_precalc             |      1|acc     | 0.00|±  |  0.00|
|mathqa                   |      0|acc     |22.91|±  |  0.77|
|                         |       |acc_norm|21.44|±  |  0.75|

## xglm-1.7B_pawsx_0-shot.json
|  Task  |Version|Metric|Value|   |Stderr|
|--------|------:|------|----:|---|-----:|
|pawsx_de|      0|acc   |57.55|±  |  1.11|
|pawsx_en|      0|acc   |52.65|±  |  1.12|
|pawsx_es|      0|acc   |53.80|±  |  1.12|
|pawsx_fr|      0|acc   |47.35|±  |  1.12|
|pawsx_ja|      0|acc   |46.10|±  |  1.11|
|pawsx_ko|      0|acc   |51.40|±  |  1.12|
|pawsx_zh|      0|acc   |48.10|±  |  1.12|

## xglm-1.7B_xcopa_0-shot.json
|  Task  |Version|Metric|Value|   |Stderr|
|--------|------:|------|----:|---|-----:|
|xcopa_et|      0|acc   | 56.8|±  |  2.22|
|xcopa_ht|      0|acc   | 55.8|±  |  2.22|
|xcopa_id|      0|acc   | 64.6|±  |  2.14|
|xcopa_it|      0|acc   | 54.0|±  |  2.23|
|xcopa_qu|      0|acc   | 52.2|±  |  2.24|
|xcopa_sw|      0|acc   | 56.6|±  |  2.22|
|xcopa_ta|      0|acc   | 55.2|±  |  2.23|
|xcopa_th|      0|acc   | 58.2|±  |  2.21|
|xcopa_tr|      0|acc   | 53.4|±  |  2.23|
|xcopa_vi|      0|acc   | 63.0|±  |  2.16|
|xcopa_zh|      0|acc   | 58.0|±  |  2.21|

## xglm-1.7B_xnli_0-shot.json
| Task  |Version|Metric|Value|   |Stderr|
|-------|------:|------|----:|---|-----:|
|xnli_ar|      0|acc   |33.51|±  |  0.67|
|xnli_bg|      0|acc   |44.73|±  |  0.70|
|xnli_de|      0|acc   |45.33|±  |  0.70|
|xnli_el|      0|acc   |40.10|±  |  0.69|
|xnli_en|      0|acc   |49.68|±  |  0.71|
|xnli_es|      0|acc   |43.61|±  |  0.70|
|xnli_fr|      0|acc   |45.73|±  |  0.70|
|xnli_hi|      0|acc   |42.61|±  |  0.70|
|xnli_ru|      0|acc   |45.97|±  |  0.70|
|xnli_sw|      0|acc   |42.00|±  |  0.70|
|xnli_th|      0|acc   |41.70|±  |  0.70|
|xnli_tr|      0|acc   |42.95|±  |  0.70|
|xnli_ur|      0|acc   |39.50|±  |  0.69|
|xnli_vi|      0|acc   |45.03|±  |  0.70|
|xnli_zh|      0|acc   |33.77|±  |  0.67|

## xglm-1.7B_xstory_cloze_0-shot.json
|     Task      |Version|Metric|Value|   |Stderr|
|---------------|------:|------|----:|---|-----:|
|xstory_cloze_ar|      0|acc   |52.48|±  |  1.29|
|xstory_cloze_en|      0|acc   |64.33|±  |  1.23|
|xstory_cloze_es|      0|acc   |59.23|±  |  1.26|
|xstory_cloze_eu|      0|acc   |56.12|±  |  1.28|
|xstory_cloze_hi|      0|acc   |55.79|±  |  1.28|
|xstory_cloze_id|      0|acc   |57.97|±  |  1.27|
|xstory_cloze_my|      0|acc   |53.81|±  |  1.28|
|xstory_cloze_ru|      0|acc   |59.83|±  |  1.26|
|xstory_cloze_sw|      0|acc   |55.99|±  |  1.28|
|xstory_cloze_te|      0|acc   |58.04|±  |  1.27|
|xstory_cloze_zh|      0|acc   |56.19|±  |  1.28|

## xglm-1.7B_xwinograd_0-shot.json
|    Task    |Version|Metric|Value|   |Stderr|
|------------|------:|------|----:|---|-----:|
|xwinograd_en|      0|acc   |71.05|±  |  0.94|
|xwinograd_fr|      0|acc   |60.24|±  |  5.40|
|xwinograd_jp|      0|acc   |60.58|±  |  1.58|
|xwinograd_pt|      0|acc   |63.88|±  |  2.97|
|xwinograd_ru|      0|acc   |59.68|±  |  2.77|
|xwinograd_zh|      0|acc   |69.84|±  |  2.05|