Security-Enhanced Seed-Based Weight Quantization for Large Language Models

Qiuyu Ren, Sudipta Paria, Aritra Dasgupta +1

Large language models (LLMs) incur substantial storage, memory-bandwidth and energy costs, motivating compact weight representations. Existing seed-based compression methods recons…