Repositories list

• lora-sb

  Public
  Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning

  Python

  •2•52•0•0•Updated Oct 17, 2025Oct 17, 2025

• safety-subspaces

  Public
  (ICLR '26) Safety Subspaces are Not Linearly Distinct: A Fine-Tuning Case Study

  Python

  •0•8•0•0•Updated Oct 4, 2025Oct 4, 2025

• fedex-lora

  Public
  (ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models

  Python

  •5•30•3•0•Updated Oct 4, 2025Oct 4, 2025

• fed-sb

  Public

  CERT-Lab/fed-sb’s past year of commit activity
  Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning

  Python

  •1•26•2•0•Updated Oct 4, 2025Oct 4, 2025

• abba

  Public
  (ICLR '26) ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models

  Python

  •3•21•1•0•Updated Sep 25, 2025Sep 25, 2025

• .github

  Public

  CERT-Lab/.github’s past year of commit activity
  0•0•0•0•Updated Feb 25, 2025Feb 25, 2025

• Power-Mechanism-new

  Public
  Jupyter Notebook

  •1•1•0•0•Updated Jan 2, 2025Jan 2, 2025