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To this end, we introduce a new memory system called LightMem, which strikes a balance between the performance and efficiency of memory systems. Inspired by the Atkinson-Shiffrin
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LightMem 是一种受人脑记忆系统启发的记忆系统,通过高效管理历史交互信息来增强 LLM,从而提高准确性并降低计算成本。
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LightMem is a lightweight and efficient memory management framework designed for Large Language Models and AI Agents. It provides a simple yet powerful memory storage, retrieval,
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基于GPT和Qwen骨干网络在LongMemEval上的实验表明：LightMem在准确率上超越强劲基线（最高提升10.9%）,同时显著降低token使用量达117倍,减少API调用达159倍,并将运行时
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ory, LightMem organizes memory into three complementary stages. First, cognition-inspired sensory memory rapidly filters irrelevant information through lightweig t compression and
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LightMem is a lightweight and efficient memory management framework designed for Large Language Models and AI Agents. It provides a simple yet powerful memory storage, retrieval,
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