IDEAL tunes SFT data mixture proportions per domain with influence-function gradients, claiming about 7% average benchmark improvement over uniform mixing.
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IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
IDEAL tunes SFT data mixture proportions per domain with influence-function gradients, claiming about 7% average benchmark improvement over uniform mixing.