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1. CERT-Lab/lora-sb CERT-Lab/lora-sb Public

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

   Python 52 2

2. swiss-ai/apertus-finetuning-recipes swiss-ai/apertus-finetuning-recipes Public

   Python 20 9

3. CERT-Lab/fedex-lora CERT-Lab/fedex-lora Public

   (ACL 2025 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models

   Python 29 4

4. CERT-Lab/fed-sb CERT-Lab/fed-sb Public

   Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning

   Python 25 1

5. CERT-Lab/abba CERT-Lab/abba Public

   ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models

   Python 21 3

6. M3CoL M3CoL Public

   (TMLR 2025) M3CoL: Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification

   Python 8