2025 and using tf_keras instead of tf.keras.Sequential works !!
# Create model
import tf_keras
callback = tf_keras.callbacks.EarlyStopping(monitor="val_loss", patience=3)
model_1 = tf_keras.Sequential([
use_layer,
tf_keras.layers.Dense(1, activation="sigmoid")
])