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Fine-tuning can cripple your foundation model; preserving features may be the solution

We analyze and benchmark concept forgetting in foundation model fine-tuning and propose a simple fix to this phenomenon.

Fine-tuning can cripple your foundation model; preserving features may be the solution

We analyze concept forgetting while fine-tuning foundation models and propose a simple fix to this phenomenon.