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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…

   1.9k 206

2. Macaronlin/LLaMA3-Quantization Macaronlin/LLaMA3-Quantization Public

   A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..

   Python 165 8

3. Efficient-ML/Awesome-Efficient-LLM-Diffusion Efficient-ML/Awesome-Efficient-LLM-Diffusion 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…

   153 12

4. BiBERT BiBERT Public

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

   Python 84 7

5. IR-QLoRA IR-QLoRA Public

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

   Python 59 5

6. BiBench BiBench Public

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

   Python 54 4