Cortex: Consolidating Context into Parametric Memory
🔗 https://huggingface.co/papers/2610.20399 ↗Cortex consolidates context-induced improvements into mergeable low-rank or structural updates, preserving non-target capabilities across sequential edits and diverse model scales.
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