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@Efficient-ML

Efficient Intelligence and Systems

Research about Efficient Intelligence and Systems

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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…

    2.4k 240

  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…

    205 10

  3. BiBERT BiBERT Public

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

    Python 89 6

  4. Qwen3-Quantization-Toolkit Qwen3-Quantization-Toolkit Public

    Python 77 8

  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 65 4

  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 56 5

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