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Kyriection/README.md

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  1. FMInference/H2O FMInference/H2O Public

    [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

    Python 383 39

  2. jiaweizzhao/GaLore jiaweizzhao/GaLore Public

    GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

    Python 1.4k 147

  3. VITA-Group/Q-GaLore VITA-Group/Q-GaLore Public

    Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

    Python 170 13

  4. VITA-Group/BNN_NoBN VITA-Group/BNN_NoBN Public

    [CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang

    Python 56 10

  5. VITA-Group/PrAC-LTH VITA-Group/PrAC-LTH Public

    [ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang

    Python 25 3

  6. meta-llama/llama-recipes meta-llama/llama-recipes Public

    Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

    Jupyter Notebook 14.2k 2.1k