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Engineering blog

Llama 2 Foundation Models Available in Databricks Lakehouse AI

We’re excited to announce that Meta AI’s Llama 2 foundation chat models are available in the Databricks Marketplace for you to fine-tune and...
Engineering blog

Introducing MLflow 2.7 with new LLMOps capabilities

As part of MLflow 2’s support for LLMOps, we are excited to introduce the latest updates to support prompt engineering in MLflow 2.7...
Engineering blog

Best Practices for LLM Evaluation of RAG Applications

Chatbots are the most widely adopted use case for leveraging the powerful chat and reasoning capabilities of large language models (LLM). The retrieval...
Engineering blog

Announcing MLflow 2.4: LLMOps Tools for Robust Model Evaluation

LLMs present a massive opportunity for organizations of all scales to quickly build powerful applications and deliver business value. Where data scientists used...
Engineering blog

Now Available: New Generative AI Learning Offerings

Announcing a new portfolio of Generative AI learning offerings on Databricks Academy Enroll in the Large Language Models: Application through Production on Databricks...
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Driving a Large Language Model Revolution in Customer Service and Support

Want to build your own LLM-enabled bot? Download our end-to-end solution accelerator here . Download notebook Business leaders are universally excited for the...
Engineering blog

Arcuate - Machine Learning Model Exchange With Delta Sharing and MLflow

Stepping into this brave new digital world we are certain that data will be a central product for many organizations. The way to...
Engineering blog

Model Evaluation in MLflow

April 19, 2022 by Mark Zhang in Machine Learning
Many data scientists and ML engineers today use MLflow to manage their models. MLflow is an open-source platform that enables users to govern...
Engineering blog

Building a Similarity-based Image Recommendation System for e-Commerce

Why recommendation systems are important Online shopping has become the default experience for the average consumer – even established brick-and-mortar retailers have embraced...
Engineering blog

Turning 2 Trillion Data Points of Traffic Intelligence into Critical Business Insights

November 3, 2021 by Stephanie Mak in Engineering Blog
This is a guest authored post by Stephanie Mak , Senior Data Engineer, formerly at Intelematics. This blog post offers my experience of...