enyac-group / evol-qLinks
Quantization in the Jagged Loss Landscape of Vision Transformers
☆13Updated 2 years ago
Alternatives and similar repositories for evol-q
Users that are interested in evol-q are comparing it to the libraries listed below
Sorting:
- ☆12Updated 3 years ago
- DeiT implementation for Q-ViT☆25Updated 6 months ago
- ☆76Updated 3 years ago
- [CVPR 2022] AlignQ: Alignment Quantization with ADMM-based Correlation Preservation☆11Updated 2 years ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆59Updated 2 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆48Updated 3 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Updated 4 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆32Updated 2 years ago
- ☆45Updated last year
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆41Updated 4 years ago
- An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers☆25Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆47Updated 2 years ago
- ☆20Updated 3 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆134Updated 3 years ago
- ☆19Updated 3 years ago
- ☆25Updated last year
- This repo contains the code for studying the interplay between quantization and sparsity methods☆23Updated 8 months ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆55Updated last year
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 3 years ago
- ☆163Updated 2 years ago
- LSQ+ or LSQplus☆73Updated 8 months ago
- ☆14Updated 3 years ago
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆17Updated last year
- ☆205Updated 3 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated last month
- ☆17Updated 3 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆95Updated last year
- BitSplit Post-trining Quantization☆50Updated 3 years ago