conftrace_

large language model compression

3 papers

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Co-occurring keywords · papers mentioning both

llm compression (1) meta network (1) static quantization (1) mix-precision quantization (1) large language model (1) weight compression (1) language model compression (1) layer pruning (1) hessian analysis (1) model efficiency (1)

Papers

PocketLLM: Ultimate Compression of Large Language Models via Meta Networks AAAI 2026 Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression EMNLP 2025 Streamlining Redundant Layers to Compress Large Language Models ICLR 2025