Switching long and short trades is equivalent to going from a trend following to a trend anticipating system. Both can be profitable (or not) dependent on the details of the algorithm.

Training with detrend = 8 can indeed improve performance, especially when WFO periods are short and trends have different directions in the training and in the test period.