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feat: move import of OneCycleLR into top of the file for keep out of the for loop #35

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feat: move import of OneCycleLR into top of the file for keep out of the for loop #35

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4 changes: 2 additions & 2 deletions train_flert_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@
from flair.embeddings import TransformerWordEmbeddings
from flair.models import SequenceTagger
from flair.trainers import ModelTrainer
from torch.optim.lr_scheduler import OneCycleLR

if __name__ == "__main__":

Expand Down Expand Up @@ -74,8 +75,7 @@
output_folder = f"flert-{args.dataset}-{hf_model}-{seed}"

# train with XLM parameters (AdamW, 20 epochs, small LR)
from torch.optim.lr_scheduler import OneCycleLR


trainer.train(
output_folder,
learning_rate=5.0e-5,
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