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@IST-DASLab

IST Austria Distributed Algorithms and Systems Lab

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  1. gptq gptq Public

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

    Python 2.2k 182

  2. marlin marlin Public

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

    Python 913 76

  3. sparsegpt sparsegpt Public

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

    Python 843 113

  4. PanzaMail PanzaMail Public

    Python 295 19

  5. qmoe qmoe Public

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

    Python 277 23

  6. llmq llmq Public

    Quantized LLM training in pure CUDA/C++.

    C++ 201 9

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