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@IST-DASLab
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Pinned

  1. IST-DASLab/gptq IST-DASLab/gptq Public

    Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

    Python 1.8k 141

  2. IST-DASLab/sparsegpt IST-DASLab/sparsegpt Public

    Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".

    Python 651 80

  3. IST-DASLab/marlin IST-DASLab/marlin Public

    FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

    Python 388 30

  4. IST-DASLab/qmoe IST-DASLab/qmoe Public

    Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".

    Python 253 22

  5. IST-DASLab/OBC IST-DASLab/OBC Public

    Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".

    Python 89 11

  6. rob-twophase rob-twophase Public

    The ultimate Rubik's Cube solving algorithm for high-speed axial robots.

    C++ 115 9