GPT — Field Evidence

Adaptive Depth Sparse Framework: Similarity-Driven Resource Allocation for Pre-Trained LLMs — Large language models (LLMs) achieve strong generation and reasoning performance, but the Transformer architecture incurs high inference cost. Existing acceleration methods often rely on