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DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes

Hugging Face Daily Papers ↗ · 2026-07-27 Cached

DecoupleMix introduces a systematic framework for optimizing pretraining data mixtures for Vision-Language Models by decoupling inter-class and intra-class ratio search, using convex optimization to improve scalability and performance over heuristic baselines.

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