In this tutorial, we build a pipeline on Phi-4-mini to explore how a compact yet highly capable language model can handle a full range of modern LLM workflows within a single notebook. We begin by ...

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 ...

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 ...

According to God of Prompt on Twitter, citing a Google AI experiment, standard fine-tuning of Gemini 2.5 Flash on a text-to-SQL dataset reduced performance on the hardest queries, indicating reasoning ...

In this tutorial, we demonstrate how to efficiently fine-tune a large language model using Unsloth and QLoRA. We focus on building a stable, end-to-end supervised fine-tuning pipeline that handles ...

Notes can be added to a students degreeworks audit. These notes can be reminders, goals or any other number of pertinent information important to the successful completion of a student degree. 2.

Background: Acquired brain injury (ABI) is a leading global cause of morbidity, affecting millions, many of whom face a diverse range of cognitive, physical, and psychological challenges, often made ...

I would like to request that functionality be added to the Tuning Actions panel such that this panel will 'remember', i.e. retain any previous QWT Advisor selections when tuning an SQL statement using ...

Hello there! 👋 I'm Luca, a BI Developer with a passion for all things data, Proficient in Python, SQL and Power BI ...

Abstract: The goal of the Cross-domain Text-to-SQL task is to accurately translate natural language questions into executable SQL queries, even when applied to previously unseen databases. Recently, ...

Abstract: More and more companies are running Big Data workloads on cloud platforms. Configuration tuning of these data engines continues to be an essential but difficult undertaking. Cloud platforms ...