Luigi commited on
Commit
3352183
·
1 Parent(s): 013d55a

update train script

Browse files
Files changed (1) hide show
  1. train.py +3 -2
train.py CHANGED
@@ -9,6 +9,7 @@ import numpy as np
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  import torch
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  from collections import Counter
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  # Load the dataset from Hugging Face Hub
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  dataset = load_dataset("Luigi/dinercall-intent")
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@@ -91,12 +92,12 @@ training_args = TrainingArguments(
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  learning_rate=2e-5,
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  per_device_train_batch_size=16,
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  per_device_eval_batch_size=16,
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- num_train_epochs=20,
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  weight_decay=0.01,
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  logging_dir='./logs',
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  logging_steps=10,
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  save_total_limit=2,
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- push_to_hub=False,# 👈 This will push your model after training
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  hub_model_id="Luigi/albert-tiny-chinese-dinercall-intent", # optional, use if you want a custom name
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  hub_private_repo=False # optional, if you want a private repo
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  )
 
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  import torch
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  from collections import Counter
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+
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  # Load the dataset from Hugging Face Hub
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  dataset = load_dataset("Luigi/dinercall-intent")
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  learning_rate=2e-5,
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  per_device_train_batch_size=16,
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  per_device_eval_batch_size=16,
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+ num_train_epochs=100,
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  weight_decay=0.01,
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  logging_dir='./logs',
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  logging_steps=10,
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  save_total_limit=2,
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+ push_to_hub=True,# 👈 This will push your model after training
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  hub_model_id="Luigi/albert-tiny-chinese-dinercall-intent", # optional, use if you want a custom name
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  hub_private_repo=False # optional, if you want a private repo
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  )