You can take the bitterness out of tempeh by boiling, steaming, or microwaving it prior to cooking. These methods remove some of the bitter compounds created during the fermentation process. Marinating the tofu with a flavorful marinade can also reduce some of the bitterness without having to precook the tempeh.