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News/Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models
arxiv
PublishedOctober 23, 2026 at 4:00 AM

Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models

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arXiv:2606.31397v2 Announce Type: replace-cross Abstract: State-based fine-tuning has emerged as a compelling alternative to weight-based adaptation for transformers, updating lightweight controls into states rather than model weights, offering substantial memory savings while retaining parameter ef

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