To get a detailed memory breakdown in the TensorFlow profiler, you can use the tf.profiler API provided by TensorFlow. By setting the appropriate options when using the profiler, you can capture detailed memory usage information for your TensorFlow model. This includes information such as the amount of memory used by tensors, operations, gradients, and more.