A new dual-view diffusion decoding method called Orthrus-Qwen3 has been introduced to achieve fast, lossless inference for the Qwen3 large language model. By generating up to 7.8 tokens per forward pass, the technique significantly accelerates processing speeds compared to standard methods. Crucially, it maintains an identical output distribution to the baseline model, ensuring no drop in accuracy.