Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
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Oct 25, 2024 - Python
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task-arithmetic
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[NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"
peft few-shot-learning pytorch-implementation test-time-adaptation parameter-efficient-fine-tuning task-arithmetic neurips-2024
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Feb 24, 2025 - Python
SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery. Arxiv, 2024.
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Oct 21, 2024 - Python
Official repository of our work "Efficient Model Editing with Task-Localized Sparse Fine-tuning" accepted at ICLR 2025
deep-learning transformer pruning peft neural-network-pruning llms model-merging parameter-efficient-fine-tuning task-arithmetic sparse-fine-tuning
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Mar 21, 2025 - Python
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