TCD is a consistency distillation technique for text-to-image synthesis that leverages a Trajectory Consistency Function (TCF) and strategic random sampling (SSS) to reduce errors during the synthesis process. TCD significantly improves image quality at low NFE (noise-free energy) and maintains more detailed results than the teacher model at high NFE. TCD achieves superior generation quality at both low and high NFE without requiring additional discriminator or LPIPS supervision.