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Like title says, also see here :
https://stackoverflow.com/questions/76701617/the-following-arguments-are-not-supported-with-the-native-keras-format-opti/77342304#77342304
They work when I change the format to .tf and add save_format="tf" ...
save_format="tf"
callbacks = [ keras.callbacks.ModelCheckpoint("jena_lstm.tf", save_best_only=True, save_format="tf") ]