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".

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2. marlin marlin Public

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

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3. sparsegpt sparsegpt Public

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

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4. PanzaMail PanzaMail Public

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5. qmoe qmoe Public

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

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6. llmq llmq Public

   Quantized LLM training in pure CUDA/C++.

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