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MUSCLE: A Model Update Strategy for Compatible LLM Evolution

MUSCLE: A Model Update Strategy for Compatible LLM Evolution

12 July 2024

Jessica Echterhoff

Raviteja Vemulapalli

Hadi Pouransari

ArXiv (abs)PDF HTML HuggingFace (23 upvotes)

Papers citing "MUSCLE: A Model Update Strategy for Compatible LLM Evolution"

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Mitigating Negative Flips via Margin Preserving Training Simone Ricci Niccoló Biondi F. Pernici Alberto Del Bimbo VLM 136 0 0 11 Nov 2025
$$\boldsymbolλ$-Orthogonality Regularization for Compatible Representation Learning$ $\boldsymbolλ$ -Orthogonality Regularization for Compatible Representation Learning Simone Ricci Niccoló Biondi F. Pernici Ioannis Patras Alberto Del Bimbo OOD 190 2 0 20 Sep 2025
Efficient Construction of Model Family through Progressive Training Using Model Expansion Kazuki Yano Sho Takase Sosuke Kobayashi Shun Kiyono Jun Suzuki 215 3 0 01 Apr 2025
Efficient Model Development through Fine-tuning Transfer Pin-Jie Lin Rishab Balasubramanian Fengyuan Liu Nikhil Kandpal Tu Vu 432 3 0 25 Mar 2025