In this tutorial, we will give you the whole chain of large models fine-tuning. Especially, we would give you an example of how to use **QLoRA** technique to turn the general model ...
Microsoft's new Fabric Database Hub is a "partial solution" for enterprises relying on systems outside the vendor's portfolio, but within these confines, it could make databases more connected and ...
Abstract: The increasing volumes of data used in contemporary applications have highlighted the necessity of database management systems (DBMS) that are effective in supporting high volumes of ...
Index tuning is critical for the performance of modern database systems. Industrial index tuners, such as the Database Tuning Advisor (DTA) developed for Microsoft SQL Server, rely on the”what-if”API ...
MLETune: Streamlining Database Knob Tuning via Multi-LLMs Experts Guided Deep Reinforcement Learning
Abstract: Automatic knob tuning has emerged as a critical field of study within database optimization, focusing on simplifying the configuration of database parameters to boost performance, ...
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