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@IST-DASLab

IST Austria Distributed Algorithms and Systems Lab

Popular repositories

  1. gptq gptq Public

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

    Python 1.8k 141

  2. sparsegpt sparsegpt Public

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

    Python 651 80

  3. marlin marlin Public

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

    Python 390 30

  4. qmoe qmoe Public

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

    Python 253 22

  5. PanzaMail PanzaMail Public

    Python 239 12

  6. QUIK QUIK Public

    Repository for the QUIK project, enabling the use of 4bit kernels for generative inference

    C++ 159 12

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