post-training quantization

Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation AAAI 2024 HyQ: Hardware-Friendly Post-Training Quantization for CNN-Transformer Hybrid Networks IJCAI 2024 Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment ACL 2024 Instance-Aware Group Quantization for Vision Transformers CVPR 2024 LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection ICLR 2024 LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models ACL 2024 MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization NeurIPS 2024 Make RepVGG Greater Again: A Quantization-Aware Approach AAAI 2024 Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models AAAI 2024 OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models ICLR 2024 On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization COLING 2024 Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs EMNLP 2024 Outlier-aware Slicing for Post-Training Quantization in Vision Transformer ICML 2024 Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models Interspeech 2024 PB-LLM: Partially Binarized Large Language Models ICLR 2024 PTMQ: Post-training Multi-Bit Quantization of Neural Networks AAAI 2024 PTQ4DiT: Post-training Quantization for Diffusion Transformers NeurIPS 2024 PTQ4SAM: Post-Training Quantization for Segment Anything CVPR 2024 QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models ICLR 2024 QTIP: Quantization with Trellises and Incoherence Processing NeurIPS 2024 Q-VLM: Post-training Quantization for Large Vision-Language Models NeurIPS 2024 Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector CVPR 2024 Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection AAAI 2024 TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models CVPR 2024 Towards Accurate Post-training Quantization for Diffusion Models CVPR 2024