ENTITY Mahendra Singh Rathore

Mahendra Singh Rathore

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TOOL · CL_169616 · Jul 29 · 04:00

Study explores LoRA and quantization trade-offs for small text-to-SQL models

A new study on arXiv investigates the trade-offs between parameter-efficient fine-tuning (PEFT) methods like LoRA and low-bit quantization for text-to-SQL tasks on a small, 60M-parameter model. The research found that L…

Study explores LoRA and quantization trade-offs for small text-to-SQL models