DBRX at Knowledge + AI Summit: Finest Practices, Use Circumstances, and Behind-the-scenes

Companies are making exceptional progress on their knowledge and AI journeys. They’re advancing from a couple of pilot tasks confined to make use of circumstances seemingly deemed “non-mission-critical,” to deploying purposes in real-world operations throughout 1000’s of customers which are enhancing worker productiveness and bettering effectivity. 

Nonetheless, constructing and scaling these next-generation programs is a fancy, resource-intensive mixture of engineering challenges up and down the stack. And as extra customers look to construct their very own GenAI purposes, they’re encountering lots of the similar points. 

At Databricks, we have now realized fairly a bit about these challenges firsthand. We used our Knowledge Intelligence Platform to coach our personal basis mannequin, DBRX. The teachings we realized in that course of have been baked into our infrastructure, making it resilient and scalable, whereas delivering world-class efficiency.

So, whereas DBRX is a unbelievable basis mannequin for constructing high-quality, environment friendly AI purposes, that’s only one a part of the story. The opposite crucial half is within the infrastructure, and getting all the main points proper. Whenever you use Databricks to coach, fine-tune, and deploy AI fashions on your personal wants, you employ the identical platform we do. In that method, a very powerful advantage of our expertise is that our prospects get the unbelievable resilience, scalability, and confirmed efficiency of the Knowledge Intelligence Platform.

On the upcoming Knowledge + AI Summit, attendees may have the chance to discover ways to construct AI-based purposes with Databricks, together with how they will reap the benefits of DBRX and different basis fashions.

Under are a couple of of the classes targeted on constructing and utilizing basis fashions. And remember to take a look at the keynote on Wednesday, June 12, to listen to how Databricks is making GenAI a actuality for enterprises.

Constructing a Manufacturing Scale, Completely Non-public, OSS Rag Pipeline with DBRX, Apache Spark, and LanceDB

Audio system: Chang She (Co-Founder, LanceDB), Jasmine Wang (LanceDB)

One of many greatest hurdles to enterprise AI adoption is knowledge safety. This session will stroll by means of how combining Spark, DBRX, and LanceDB might help corporations construct Generative AI tasks with out placing delicate info and IP at-risk. 

Session information right here.

Within the Trenches with DBRX: Constructing a State-of-the-Artwork Open-Supply Mannequin

Audio system: Jonathan Frankle (Databricks), Abhinav Venigalla (Databricks)

Wish to study the behind-the-scenes story on how Databricks constructed DBRX? Be a part of this session to listen to from the workforce behind it concerning the instruments and strategies used, in addition to the teachings they realized, that can assist you construct your individual state-of-the-art LLM. 

Session information right here.

Introduction to DBRX and different Databricks Basis Fashions 

Audio system: Margaret Qian (Databricks), Hagay Lupesko (Databricks) 

This session will present an introduction to the foundational fashions accessible on Databricks, together with DBRX. Individuals will go away with a greater understanding of the capabilities and purposes of those fashions, and the best way to apply them to drive enterprise worth.

Session information right here.

7 DBRX Hacks No One Advised You About! 

Audio system: Indivar Nayyar (LTIMindtree)

With the current launch of DBRX, Databricks has considerably elevated their GenAI choices. This session will cowl real-world examples of how corporations are already utilizing DBRX in revolutionary methods. This occasion is sponsored by LTIMindtree. 

Session information right here.

Register for 2024 Knowledge + AI Summit right here! Be a part of us in particular person in San Francisco, or take part just about without cost.