【第193期】LM2：大型记忆模型

Seventy3 · Apr 11, 2025 · 17m

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LM2: Large Memory Models

Summary

This paper introduces the Large Memory Model (LM2), a novel Transformer architecture enhanced with an auxiliary memory module to improve performance on tasks requiring long context and complex reasoning. The LM2's memory component stores and retrieves contextual information, interacting with input tokens via cross attention and updating through gating mechanisms, while preserving the original Transformer information flow. Experiments on the BABILong…