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Batch Inference on Fine Tuned Llama Models with Mosaic AI Model Serving

December 10, 2024 by Colton Peltier and Mohamad Aboufoul in Generative AI
Introduction Building production-grade, scalable, and fault tolerant Generative AI solutions requires having reliable LLM availability. Your LLM endpoints must be ready to meet...

Simplify Data Ingestion With the New Python Data Source API

December 10, 2024 by Craig Lukasik and Allison Wang in Engineering Blog
Data engineering teams are frequently tasked with building bespoke ingestion solutions for myriad custom, proprietary, or industry-specific data sources. Many teams find that...

How to Read Unity Catalog Tables in Snowflake, in 4 Easy Steps

December 9, 2024 by Aniruth Narayanan, Randy Pitcher, Susan Pierce and Ryan Johnson in Engineering Blog
Learn how to connect to Unity Catalog's Iceberg REST APIs from Snowflake to read a single source data file as Iceberg.

Booting Databricks VMs 7x Faster for Serverless Compute

November 25, 2024 by Xinyang Ge, Shuo Chen, Shuai Chang, Simha Venkataramaiah, Anders Liu and Rohit Jnagal in Engineering Blog
The Databricks Serverless compute infrastructure launches and manages millions of virtual machines (VMs) each day across three major cloud providers, and it is...

Providence Health: Scaling ML/AI Projects with Databricks Mosaic AI

November 14, 2024 by Susan McNerney (Providence Health) and Dan McCurley in AI
Providence Health's extensive network spans 50+ hospitals and numerous other facilities across multiple states, presenting many challenges in predicting patient volume and daily...

Season's Speedings: Databricks SQL Delivers 4x Performance Boost Over Two Years

November 7, 2024 by Jeremy Lewallen, Kent Marten, Ina Felsheim and Maggie Wu in Platform Blog
As the season of giving approaches, we at Databricks have been making our list and checking it twice--but instead of toys and treats...

Announcing the General Availability of Materialized Views and Streaming Tables for Databricks SQL

November 5, 2024 by Paul Lappas, Michael Armbrust, Md Enzam Hossain, Meixian Li, Michael Lu, Eun-Gyu Kim and Ritwik Yadav in Engineering Blog
We’re excited to announce that materialized views (MVs) and streaming tables (STs) are now Generally Available in Databricks SQL on AWS and Azure...

Announcing General Availability: Publish to Microsoft Power BI Service from Unity Catalog

October 27, 2024 by Can Efeoglu, Sachin Thakur and Jade Wang in Platform Blog
We're excited to announce the General Availability of Publish to Microsoft Power BI Service from Unity Catalog, an integration that makes it easy...

Logically: Turbocharging GPU Inference with Databricks Mosaic AI

October 22, 2024 by David Fodor (Logically AI), Neeraj Bhadani (Logically AI), Marc de Fontenay and Maria Zervou in Generative AI
Founded in 2017, Logically is a leader in using AI to augment clients’ intelligence capability. By processing and analyzing vast amounts of data...

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...
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