Ming-3-TTS-0.5B's architecture comprises 24 layers, with the 0.5B backbone using GTOA to output features frame by frame, then an 8-layer DiT performing flow-matching denoising in a 64-dimensional shallow space, and finally the Odo VAE restoring 44.1kHz waveforms.