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layer importance

3 papers

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Co-occurring keywords · papers mentioning both

layer ablation (1) layer-wise quantization (1) variable quantization (1) gradient-based importance (1) cornerstone layer (1) long-context optimization (1) large language model (1) memory compression (1) bit precision (1) weight compression (1)

Papers

KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache AAAI 2026 Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs ACL 2025 Investigating Layer Importance in Large Language Models EMNLP 2024