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bit quantization

4 papers

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Co-occurring keywords · papers mentioning both

large language model (3) parameter-efficient fine-tuning (2) model quantization (2) model compression (2) mixed-precision network (1) runtime adaptation (1) neural network (1) activation error (1) biomedical summarization (1) small language model (1)

Papers

BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025 Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models? ACL 2025 ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024 Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection ICCV 2021