Quartz 4

Tag: low-rank-adaptation

7 items with this tag.

  • Apr 21, 2026

    Adding structural adaptors to language models leads to improvements in thermostability prediction compared to structure-based NNs alone

    • thermostability/prediction
    • low-rank-adaptation
  • Apr 21, 2026

    Fine-tuning base models on test cases can improve the performance of variant effect and structure prediction

    • protein-language-models/training
    • structure-prediction/training
    • plddt
    • low-rank-adaptation
  • Apr 21, 2026

    Different versions of low-rank adaptation have equivalent performance after controlling for learning rate

    • transformers
    • low-rank-adaptation
  • Apr 21, 2026

    Low-rank adaptation causes models to learn less and forget less

    • low-rank-adaptation
  • Apr 21, 2026

    Low-rank adaptation changes the magnitude, but not directionality, of matrix operations relative to fine-tuning

    • low-rank-adaptation
  • Apr 21, 2026

    Low-rank adaptation with even fewer parameters can operate on truncated SVD matrices, but only with reinforcement learning

    • fine-tuning
    • low-rank-adaptation
  • Apr 21, 2026

    Weight-decomposed low-rank adaptation

    • low-rank-adaptation

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