8000 xxyux (Xiangrui Yu) · GitHub
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  • Data Science and Analytic Thrust, Information Hub, HKUST(GZ)
  • Guangzhou
  • 02:42 (UTC +08:00)

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xxyux/README.md

Hi there 👋

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  1. Fine-tuning-LLM-with-2-4-sparse Fine-tuning-LLM-with-2-4-sparse Public

    Fine-tuning Llama-2-7B for Text classification. Datasets: imdb , framework: deepspeed.

    Python 1

  2. Distributed-SpMV Distributed-SpMV Public

    Distributed-SpMV, c/mpi/openmp, this work was accepted by IEEE/ACM CCGrid'23.

    C 3

  3. cuAlias cuAlias Public

    Graph Sampling for GNN, using GPU. Build and use alias table for random search, especially.

    C

  4. SpInfer SpInfer Public

    SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs

    Cuda 48 7

0