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Pilanci Research Group

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  1. caldera caldera Public

    Compressing Large Language Models using Low Precision and Low Rank Decomposition

    Python 83 5

  2. matrix-compressor matrix-compressor Public

    Implementation of LPLR algorithm for matrix compression

    Python 24 1

  3. scnn scnn Public

    Scalable Convex Neural Networks

    Python 23 9

  4. Riemannian_Preconditioned_LoRA Riemannian_Preconditioned_LoRA Public

    source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"

    Python 23 2

  5. convex_nn convex_nn Public

    Python 13 3

  6. LLM-Lasso LLM-Lasso Public

    Implements LLM-Lasso

    Python 13 1

Repositories

Showing 10 of 21 repositories
  • Loss-landscape-convex-duality Public

    Code for Exploring the loss landscape of regularized neural networks via convex duality

    pilancilab/Loss-landscape-convex-duality’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Feb 27, 2025
  • LLM-Lasso Public

    Implements LLM-Lasso

    pilancilab/LLM-Lasso’s past year of commit activity
    Python 13 MIT 1 0 0 Updated Feb 25, 2025
  • Randomized-Geometric-Algebra-Methods-for-Convex-Neural-Networks Public
    pilancilab/Randomized-Geometric-Algebra-Methods-for-Convex-Neural-Networks’s past year of commit activity
    Jupyter Notebook 4 1 0 0 Updated Jan 31, 2025
  • caldera Public

    Compressing Large Language Models using Low Precision and Low Rank Decomposition

    pilancilab/caldera’s past year of commit activity
    Python 83 5 1 0 Updated Dec 4, 2024
  • CRONOS Public

    introducing cronos: convex neural networks in JAX for all your binary classification needs!

    pilancilab/CRONOS’s past year of commit activity
    Python 3 CC0-1.0 0 0 0 Updated Nov 13, 2024
  • scnn Public

    Scalable Convex Neural Networks

    pilancilab/scnn’s past year of commit activity
    Python 23 MIT 9 0 1 Updated Nov 12, 2024
  • spectral_adapter Public
    pilancilab/spectral_adapter’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Oct 22, 2024
  • Riemannian_Preconditioned_LoRA Public

    source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"

    pilancilab/Riemannian_Preconditioned_LoRA’s past year of commit activity
    Python 23 MIT 2 0 0 Updated Jun 20, 2024
  • 1d-convex-nn Public
    pilancilab/1d-convex-nn’s past year of commit activity
    Jupyter Notebook 4 MIT 0 0 0 Updated Mar 18, 2024
  • nfda Public
    pilancilab/nfda’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Feb 10, 2024
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