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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Guan-Hua Chen

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Book Open access Aug 2026

SAFT: Safety-Preserving Adaptation via Fine-Tuning Transfer for Large Language Models

SAFT (Safety-preserving Adaptation via Fine-tuning Transfer), a safety-preserving adaptation framework that decouples task learning from alignment preservation by learning a safety-guided task update on the paired pretrained base model, rectifying task gradients to avoid conflicting directions with respect to a safety...

Zhiwen Ruan, Yan Yang, Zhuocheng Liang et al. · 0 citations
Book Open access Aug 2026

SAFT: Safety-Preserving Adaptation via Fine-Tuning Transfer for Large Language Models

SAFT (Safety-preserving Adaptation via Fine-tuning Transfer), a safety-preserving adaptation framework that decouples task learning from alignment preservation by learning a safety-guided task update on the paired pretrained base model, rectifying task gradients to avoid conflicting directions with respect to a safety...

Zhiwen Ruan, Yan Yang, Zhuocheng Liang et al. · 0 citations

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