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1. Efficient-ML/Awesome-Model-Quantization Efficient-ML/Awesome-Model-Quantization Public

   A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…

   2.4k 240

2. Efficient-ML/Awesome-Efficient-AIGC Efficient-ML/Awesome-Efficient-AIGC Public

   A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Wel…

   205 10

3. Efficient-ML/BiBERT Efficient-ML/BiBERT Public

   This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.

   Python 89 6

4. Efficient-ML/IR-QLoRA Efficient-ML/IR-QLoRA Public

   [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

   Python 65 4

5. Efficient-ML/BiBench Efficient-ML/BiBench Public

   [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.

   Python 56 5

6. IR-Net IR-Net Public

   [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.

   Python 181 36