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quantization error compensation

2 papers

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Co-occurring keywords · papers mentioning both

2-bit quantization (1) first-order gradient (1) 2-bit inference (1) large language model (1) language model compression (1) error compensation (1) weight quantization (1) low-rank adaptation (1) parameter-efficient fine-tuning (1) hessian matrix (1)

Papers

First-Order Error Matters: Accurate Compensation for Quantized Large Language Models AAAI 2026 RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025