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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

Yanjing Li

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Jul 2026

P4Q: Learning to Prompt for Quantization in Low-Bit CLIP

The “Prompt for Quantization” (P4Q) is proposed, by integrating PTQ with Parameter-Efficient Fine-Tuning (PEFT) techniques, and demonstrates that P4Q significantly enhances the performance of low-bit CLIP while reducing deployment costs.

H. Sun, Runqi Wang, Yanjing Li et al. · 0 citations

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