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Given the following text problem statement, write Python code to implement the functionality described below in problem statement
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Problem:
design a simple deep learning architecture for next word predection

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Python Code::
model = Sequential()
model.add(Embedding(vocab_size, 10, input_length=1))
model.add(LSTM(1000, return_sequences=True))
model.add(LSTM(1000))
model.add(Dense(1000, activation="relu"))
model.add(Dense(vocab_size, activation="softmax"))

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