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Delete app.py

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  1. app.py +0 -14
app.py DELETED
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- from transformers import BertTokenizer, TFBertForSequenceClassification
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- from tensorflow.keras.optimizers import Adam
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- from tensorflow.keras.losses import SparseCategoricalCrossentropy
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-
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- # Load pre-trained BERT model and tokenizer
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- tokenizer = BertTokenizer.from_pretrained('bert-base-uncased')
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- model = TFBertForSequenceClassification.from_pretrained('bert-base-uncased')
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-
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- # Tokenize sample text
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- inputs = tokenizer("Hello, this is a sentiment analysis example.", return_tensors="tf")
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-
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- # Fine-tuning BERT model
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- model.compile(optimizer=Adam(learning_rate=3e-5), loss=SparseCategoricalCrossentropy(from_logits=True))
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- model.fit(inputs['input_ids'], [1], epochs=1) # Dummy training example