質問編集履歴
3
誤字の修正
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AttributeErrorのエラーを解決したい
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### 発生している問題・エラーメッセージ
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---------------------------------------------------------------------------
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AttributeError Traceback (most recent call last)
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<ipython-input-8-e55b309388b6> in <module>()
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1 small_train_dataset = 'tf_train_dataset'
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2 small_eval_dataset = 'tf_eval_dataset'
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----> 3 tf_train_dataset = small_train_dataset.remove_columns(["text"]).with_format("tensorflow")
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4 tf_eval_dataset = small_eval_dataset.remove_columns(["text"]).with_format("tensorflow")
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AttributeError: 'str' object has no attribute 'remove_columns'
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```
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AttributeError: 'str' object has no attribute 'remove_columns'
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### 該当のソースコード
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import tensorflow as tf
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from transformers import TFAutoModelForSequenceClassification
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model = TFAutoModelForSequenceClassification.from_pretrained("bert-base-cased", num_labels=2)
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train_dataset = tf
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small_train_dataset = 'tf_train_dataset'
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small_eval_dataset = 'tf_eval_dataset'
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tf_train_dataset = small_train_dataset.remove_columns(["text"]).with_format("tensorflow")
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val_dataset =
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tf_eval_dataset = small_eval_dataset.remove_columns(["text"]).with_format("tensorflow")
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dict(val_encodings),
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val_labels
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test_dataset = tf.data.Dataset.from_tensor_slices((
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dict(test_encodings),
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```Python
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1
再び動かしたら上記のようになりました。
test
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test
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ValueError Traceback (most recent call last)
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<ipython-input-
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<ipython-input-73-4be1ad62ec27> in <module>()
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5 train_dataset = tf.data.Dataset.from_tensor_slices((
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---->
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----> 6 dict(train_encodings),
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7 train_labels
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8 ))
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ValueError: dictionary update sequence element #0 has length 1; 2 is required
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```Python
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