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8-bit quantization

7 papers

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Co-occurring keywords · papers mentioning both

model compression (6) model quantization (4) efficient computing (3) integer arithmetic (2) inference acceleration (2) integer inference (1) int8 quantization (1) integer quantization (1) cnn inference (1) attention acceleration (1)

Papers

SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration ICLR 2025 Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge WACV 2024 GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NeurIPS 2022 Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022 Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020 Pieces of Eight: 8-bit Neural Machine Translation NAACL 2018 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018