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@Paramathic

ParaMathics

ParaMathics Lab at Computer Science Department of the University of Toronto

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  1. slim slim Public

    SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)

    Python 35 5

  2. slope slope Public

    SLoPe: Double-Pruned Sparse Plus Lazy Low-rank Adapter Pretraining - Published at ICLR 2025

    Python 13 1

  3. mkor mkor Public

    MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates - Accepted at NeurIPS 2023

    Python 12 1

  4. stoicc stoicc Public

    C++ 5

  5. patch patch Public

    Officiel code for PATCH: Learnable Tile-level Hybrid Sparsity for LLMs

    Python 5

  6. beam beam Public

    BEAM: Blockwise Error Minimization for One-shot Compression of LLMs

    Python 4

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