georgia-tech-synergy-lab / CLAMP-ViTLinks
[ECCV 2024] CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs
☆16Updated last year
Alternatives and similar repositories for CLAMP-ViT
Users that are interested in CLAMP-ViT are comparing it to the libraries listed below
Sorting:
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆98Updated last year
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 5 years ago
- DeiT implementation for Q-ViT☆25Updated 8 months ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆26Updated 10 months ago
- ☆19Updated 4 years ago
- ☆78Updated 3 years ago
- Official implementation of EMNLP'23 paper "Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?"☆24Updated 2 years ago
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆125Updated 2 years ago
- ☆113Updated 2 years ago
- ☆33Updated 3 weeks ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆24Updated last year
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- ViTALiTy (HPCA'23) Code Repository☆23Updated 2 years ago
- ☆41Updated 3 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- [ECCV 2024] AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer☆38Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆61Updated 2 years ago
- It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]☆29Updated 3 years ago
- Codebase for the Progressive Mixed-Precision Decoding paper.☆19Updated 6 months ago
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- ☆17Updated 3 years ago
- Neural Network Quantization With Fractional Bit-widths☆11Updated 4 years ago
- [CVPR 2025 Highlight] FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation☆22Updated 7 months ago
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆18Updated last year
- LLM Inference with Microscaling Format☆34Updated last year
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated last year