Intel Core Ultra

Accelerating Qwen3-8B Agent on Intel Core Ultra with Depth-Pruned Draft Models

Hugging Face and Intel demonstrate speculative decoding acceleration for the Qwen3-8B model on Intel Core Ultra client hardware using depth-pruned draft models. The approach applies structured pruning to create a smaller draft model that enables speculative decoding, targeting on-device agent workloads. This work addresses inference efficiency for mid-size open-weight models on consumer-grade x86 silicon.