conftrace_

low-precision quantization

5 papers

Explore in graph

Also known as

LPQ

Co-occurring keywords · papers mentioning both

model compression (3) post-training compression (1) gradient variance (1) generalization performance (1) random fourier feature (1) memory constraint (1) low-rank adapter (1) activation compression (1) large language model (1) transformer model (1)

Papers

ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models ICLR 2024 Compressing Large Language Models using Low Rank and Low Precision Decomposition NeurIPS 2024 PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024 SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models EMNLP 2024 Low-Precision Random Fourier Features for Memory-constrained Kernel Approximation AISTATS 2019