Huggingface Tranfsormers can't evaluate TFBertForSequenceClassification model and model.predict has different output than expected

Question

I am using Huggingface transformers to run a TFBertforsequenceclassification model.

Here\'s my original input: X = sentences Y = labels

I first one_hot encode