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δ-mem: Efficient Online Memory for Large Language Models

Results show that effective memory can be realized through a compact online state directly coupled with attention computation, without full fine-tuning, backbone replacement, or explicit context extension.

Jing-Di Lei, Di Zhang, Junxian Li et al. · 10 citations

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