flair-ner / config.yaml
Julien Chaumond
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experiment_name: 'NER'
run: >
python -u local_execute_flair.py {checkpoint}
setup: slurm_virtual_env
type_: gpu
model_params:
nlayers: 1
hidden_size: 256
task:
tag_type: 'NER'
data_set: 'conll03'
embeddings:
char_lm: 'data/embeddings/news-forward--h2048-l1-d0.05-grow/epoch_8.pt+data/embeddings/news-backward--h2048-l1-d0.05-grow/epoch_8.pt'
charlm_type: 'normal'
word: 'glove'
char: False
elmo: ''
network:
name: 'epoch_8'
mode: 'nodrop'
learning_params:
learning_rate: 0.1
mini_batch_size: 32
anneal_factor: 0.5
patience: 3
anneal_with_restarts: False
use_dropout: 0.0
use_word_dropout: 0.05
use_locked_dropout: 0.5