Natural Language Processing
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks
·2943 words·14 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Large Language Models
🏢 University of Alberta
NeuZip dynamically compresses neural network weights, achieving memory-efficient training and inference without performance loss, significantly reducing the memory footprint of large language models.
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
·11182 words·53 mins·
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AI Generated
Natural Language Processing
Large Language Models
🏢 Yonsei University
LLM의 개성을 정량적으로 평가하는 새로운 벤치마크 TRAIT 제시: 신뢰성 및 타당성 높은 8,000개의 질문으로 구성, LLM 개성의 독특성과 일관성 규명, 모델 정렬 과정의 영향 분석 및 제한점 제시.