Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...
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My 15-tab shortcut map for a faster morning
Closing The first hour writes the story for the rest. A repeatable 15-tab map front-loads clarity, tames novelty, and gets you to the real work faster. Start with the default set above, timebox the ...
Abstract: Large language models demonstrate impressive performance on downstream tasks, yet requiring extensive resource consumption when fully fine-tuning all parameters. To mitigate this, Parameter ...
FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts
Low-Rank Adaptation (LoRA) is a widely used parameter-efficient fine-tuning method for foundation models, but it suffers from parameter interference, resulting in suboptimal performance. Although ...
Affiliate link to Support this project : ⚡Trade on Lighter – Spot & Perpetuals, 100% decentralized, no KYC, and ZERO fees – https://app.lighter.xyz/?referral ...
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