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Efficient Fine-Tuning with LoRA: A Guide to Optimal Parameter Selection for Large Language Models

August 30, 2023 by Avinash Sooriyarachchi in Engineering
With the rapid advancement of neural network-based techniques and Large Language Model (LLM) research, businesses are increasingly interested in AI applications for value...

Activating Data from the Lakehouse: Databricks Ventures Invests in Hightouch

August 30, 2023 by Andrew Ferguson in Company
It’s no secret that modern organizations are doubling down on their investments in data - investments that uncover deep customer insights that provide...

Getting started with generative AI in healthcare and life sciences

August 29, 2023 by Mike Sanky, Amir Kermany and Aaron Zavora in Industries
The explosive growth of ChatGPT has influenced every industry to reexamine their artificial intelligence (AI) strategies. While healthcare & life sciences has been...

Automated Analysis of Product Reviews Using Large Language Models (LLMs)

August 29, 2023 by Ali Sezer, Sean Owen, Sam Steiny and Bryan Smith in Industries
Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. While conversational AI has garnered a lot...

Optimizing Promotional Offers using Causal Machine Learning

August 28, 2023 by Luis Moros, Corey Abshire and Ryuta Yoshimatsu in Industries
Many companies offer their clients promotional offers to close deals, renew subscriptions, or purchase services. These incentives carry costs for the seller in...

Simplify and Accelerate IoT Data-Driven Innovation

August 28, 2023 by Caitlin Gordon, Shiv Trisal, Samir Patel and Mike Cornell in Industries
Internet of Things (IoT) is the digital backbone of physical industry, connecting products, machines, devices, and people and becoming the bedrock for game-changing...

The Simplification of AI Data

August 28, 2023 by Mani Parkhe, Craig Wiley, Patrick Wendell and Matei Zaharia in Platform
Talk to any data science organization and they will almost unanimously tell you that the biggest challenge to building high quality AI models...

Introducing Llama2-70B-Chat with MosaicML Inference

August 24, 2023 by Hagay Lupesko, Margaret Qian, Daya Khudia, Sam Havens, Daniel King and Erica Ji Yuen in Mosaic Research
Llama2-70B-Chat is a leading AI model for text completion, comparable with ChatGPT in terms of quality. Today, organizations can leverage this state-of-the-art model...

Introducing the latest integrations available in Partner Connect

August 23, 2023 by Riley Maris, Zaheera Valani and Maraki Ketema in Company
In today's data-driven world, organizations continuously seek innovative solutions to enhance their data intelligence and security. With that in mind, we are excited...

Processing Uncommon File Formats at Scale with MapInPandas and Delta Live Tables

August 23, 2023 by TJ Cycyota in Industries
An assortment of file formats In the world of modern data engineering, the Databricks Lakehouse Platform simplifies the process of building reliable streaming...
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