Articles by Linqing Liu - Databricks Blog

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Announcing the General Availability of Databricks Assistant Autocomplete

October 10, 2024 by Jason Messer, Matthew Hayes, Evion Kim, Linqing Liu, Varun Nambikrishnan and Beishao Cao in Platform & Products & Announcements

Today, we are excited to announce the general availability of Databricks Assistant Autocomplete on all cloud platforms. Assistant Autocomplete provides personalized AI-powered code...

Generating Coding Tests for LLMs: A Focus on Spark SQL

October 2, 2024 by Linqing Liu, Matthew Hayes, Ritendra Datta and Matei Zaharia in Engineering Blog

Introduction Applying Large Language Models (LLMs) for code generation is becoming increasingly prevalent, as it helps you code faster and smarter. A primary...

Improving Text2SQL Performance with Ease on Databricks

May 13, 2024 by Matthew Hayes, Evion Kim, Linqing Liu, Alnur Ali, Ritendra Datta and Sam Shah in Generative AI

How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.