openprompt
60 строк · 1.0 Кб
1dataset:
2name: FewNERD
3path: datasets/Typing/FewNERD
4label_path_sep: '-' # label path separation token
5
6plm:
7model_name: bert
8model_path: bert-base-cased
9optimize:
10freeze_para: False
11lr: 0.00003
12weight_decay: 0.01
13scheduler:
14type:
15num_warmup_steps: 500
16
17train:
18batch_size: 8
19
20test:
21batch_size: 16
22
23dev:
24batch_size: 16
25
26
27
28template: mixed_template
29verbalizer: manual_verbalizer
30
31classification:
32metric: ['accuracy', 'loose-micro-f1', 'loose-macro-f1']
33
34mixed_template:
35choice: 0
36file_path: scripts/Typing/FewNERD/mixed_template.txt
37
38manual_verbalizer:
39choice: 0
40file_path: scripts/Typing/FewNERD/fewnerd_verbalizer.json
41
42environment:
43num_gpus: 1
44cuda_visible_devices:
45- 0
46local_rank: 0
47
48learning_setting: few_shot
49
50few_shot:
51parent_config: learning_setting
52few_shot_sampling: sampling_from_train
53
54sampling_from_train:
55parent_config: few_shot_sampling
56num_examples_per_label: 8
57also_sample_dev: True
58num_examples_per_label_dev: 8
59seed:
60- 123
61
62