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Official repository of our work "Efficient Model Editing with Task-Localized Sparse Fine-tuning" accepted at ICLR 2025

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Dependencies

To install the required dependencies run:

pip install -r requirements.txt

Datasets

To download and prepare the datasets for the vision experiments, please follow the instructions in this issue.

At this point you should be able to run the provided code.

Running The Experiments

Please refer to the args.py file in both vision/ and nlp/ folders for the full list of command line arguments available. You can find in the launch_scripts/ folder an example script used to run the experiments.

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Official repository of our work "Efficient Model Editing with Task-Localized Sparse Fine-tuning" accepted at ICLR 2025

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