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# Define the model model = Sequential() model.add(Embedding(input_dim=1000, output_dim=100, input_length=10, weights=[embedding_matrix], trainable=False)) model.add(LSTM(64, dropout=0.2)) model.add(Dense(128, activation='relu')) pdfzilla serial key