Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion

In three linesOrthrus unifies autoregressive LLM fidelity with parallel diffusion token generation via a dual-architecture framework. A lightweight trainable module augments a frozen Transformer to enable parallel generation while maintaining exact autoregressive quality. Achieves up to 7.8x speedup with O(1) memory overhead.

Summary generated by Claude — human-verified