Beyond the Leaderboard: Unpacking Function Calling Evaluation
1. Introduction The research and engineering community at large have been continuously iterating upon Large Language Models (LLMs) in order to make them...
Unlock Faster Machine Learning with Graviton
We are excited to announce that Graviton , the ARM-based CPU instance offered by AWS, is now supported on the Databricks ML Runtime...
Announcing the Generative AI World Cup: A Global Hackathon by Databricks
Welcome to the Generative AI World Cup , a global hackathon inviting participants to develop innovative Generative AI applications that solve real-world problems...
Long Context RAG Performance of LLMs
Retrieval Augmented Generation (RAG) is the most widely adopted generative AI use case among our customers. RAG enhances the accuracy of LLMs by...
Rolls-Royce: Harnessing the Power of Databricks Mosaic AI for Image Generation
Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce...
Accelerate Feature Engineering With Photon
Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running...
A New Standard in Open Source AI: Meta Llama 3.1 on Databricks
We are excited to partner with Meta to release the Llama 3.1 series of models on Databricks, further advancing the standard of powerful...
Enhancing LLM-as-a-Judge with Grading Notes
Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods...
Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models
Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks...
How Long Should You Train Your Language Model?
How long should you train your language model? How large should your model be? In today's generative AI landscape, these are multi-million dollar...