Wu Shixiong's Large Model Academy

Jul 3, 2025 · Artificial Intelligence

Causal LM vs Prefix LM: Core Differences, Attention Masks, and Choosing the Right Model

This article explains the fundamental distinctions between Causal Language Models and Prefix Language Models, detailing their definitions, attention‑mask designs, underlying design philosophies, and practical scenarios where each architecture excels.