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Saransh Gupta

2 papers hereh-index 221.9k citations62 works total

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  • cs.AR1
  • cs.DC1

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cs.DC2025

Symbiosis: Multi-Adapter Inference and Fine-Tuning

Saransh Gupta, Umesh Deshpande, Travis Janssen +1

Parameter-efficient fine-tuning (PEFT) allows model builders to capture the task-specific parameters into adapters, which are a fraction of the size of the original base model. Pop…

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