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ICE/NYSE: Unlocking Financial Insights with a Custom Text-to-SQL Application

October 1, 2024 by Li Yu, Chengyin Eng, Suresh Koppisetti (NYSE/ICE), Meenakshi Venkatasubramanian (NYSE/ICE) and Lavanya Mallapragada (NYSE/ICE) in Generative AI
Introduction Retrieval-augmented generation (RAG) has revolutionized how enterprises harness their unstructured knowledge base using Large Language Models (LLMs), and its potential has far-reaching...

Transforming Omics Data Management with Databricks Data Intelligence Platform

September 30, 2024 by Amir Kermany in Generative AI
In the two decades since the completion of the first draft of the human genome, the landscape of biological research has undergone a...

Introducing Meta Llama 3.2 on Databricks: faster language models and powerful multi-modal models

September 25, 2024 by Daniel King, Hanlin Tang and Patrick Wendell in Generative AI
We are excited to partner with Meta to launch the latest models in the Llama 3 series on the Databricks Data Intelligence Platform...

Announcing Databricks Support for Amazon EC2 G6 Instances

September 23, 2024 by Lu Wang (Mosaic AI) in Generative AI
We are excited to announce that Databricks now supports Amazon EC2 G6 instances powered by NVIDIA L4 Tensor Core GPUs. This addition marks...

Fine-tuning Llama 3.1 with Long Sequences

September 19, 2024 by Saaketh Narayan, Irene Dea, Brian Chu, Shashank Rajput and Vitaliy Chiley in Generative AI
We are excited to announce that Mosaic AI Model Training now supports the full context length of 131K tokens when fine-tuning the Meta...

Inference-Friendly Models with MixAttention

September 18, 2024 by Shashank Rajput, Ying Sheng (Stanford University), Sean Owen and Vitaliy Chiley in Mosaic Research
Transformer models, the backbone of modern language AI, rely on the attention mechanism to process context when generating output. During inference, the attention...

Unleash Your Innovation: Announcing the Databricks Generative AI Startup Challenge with Over $1 Million in Credits, Prizes, and Potential Venture Funding

September 18, 2024 by Andrew Ferguson and Steve Sobel in Generative AI
Are you an entrepreneur or startup with a groundbreaking Generative AI use case built on Databricks? Then we have a Challenge for you...

Announcing Advanced Security and Governance in Mosaic AI Gateway

September 9, 2024 by Ahmed Bilal, Kasey Uhlenhuth and Archika Dogra in Generative AI
We are excited to introduce several powerful new capabilities to Mosaic AI Gateway, designed to help our customers accelerate their AI initiatives with...

Revolutionizing Insight into Heavy Equipment Maintenance with GenAI

September 5, 2024 by Trevor Giannetti (Kubrick), Yahya Ladiwala (Kubrick), Jaron Holm (Kubrick), Kobe Chen (Kubrick) and Yared Gudeta in Generative AI
Maintaining heavy equipment assets, such as oil rigs, agricultural combines, or fleets of vehicles, poses an extremely complex challenge for global companies. These...

Databricks announces significant improvements to the built-in LLM judges in Agent Evaluation

September 5, 2024 by Max Marion, Arnav Singhvi, Samraj Moorjani, Avesh Singh, Michael Carbin and Alkis Polyzotis in Generative AI
An improved answer-correctness judge in Agent Evaluation Agent Evaluation enables Databricks customers to define, measure, and understand how to improve the quality of...
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