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1. awesome-model-quantization 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…

   1.6k 199

2. awesome-efficient-aigc 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…

   104 10

3. IR-QLoRA IR-QLoRA Public

   This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

   Python 24 1

4. Aaronhuang-778/BiLLM Aaronhuang-778/BiLLM Public

   BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

   Python 115 10

5. BiBench BiBench Public

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

   Python 47 3

6. IR-Net IR-Net Public

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

   Python 174 38