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2-bit quantization

2 papers

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Co-occurring keywords · papers mentioning both

large language model (2) model compression (2) quantization error compensation (1) 2-bit inference (1) output calibration (1) error compensation (1) weight quantization (1) low-rank adaptation (1) parameter-efficient fine-tuning (1) hessian approximation (1)

Papers

OAC: Output-adaptive Calibration for Accurate Post-training Quantization AAAI 2025 RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025