getting the error as value error , what should i do if i get this error

Question

F.softmax(Model(input_ids, attention_mask), dim=1) and the error is Found unexpected instance while processing input tensors for keras functional model. Expecting KerasTensor which is from tf.keras.Input() or output from keras layer call(). Got: tensor([[ 101, 1192, 1169, ..., 0, 0, 0], [ 101, 146, 3983, ..., 0, 0, 0], [ 101, 122, 119, ..., 17424, 28404, 102], ..., [ 101, 2543, 3014, ..., 0, 0, 0], [ 101, 1960, 1614, ..., 0, 0, 0], [ 101, 138, 8661, ..., 0, 0, 0]])

Answer 1

It seems you're mixing PyTorch and TensorFlow syntax in your code. F.softmax() is from the PyTorch library, while the error message you're getting suggests that you're trying to use a Keras (TensorFlow) model.

If you're using TensorFlow/Keras:

from tensorflow.keras import layers

model = keras.models.Sequential()
model.add(layers.Dense(64, activation='relu')) 
model.add(layers.Dense(10, activation='softmax'))