Over the last year, we have seen a surge of commercial and open-source foundation models showing strong reasoning abilities on general knowledge tasks...

We are excited to announce that Forrester has recognized Databricks as a Leader in The Forrester Wave™: AI Foundation Models for Language, Q2...

When it comes to enterprise adoption of generative AI, most organizations are in transition. While 88% of customers we've talked to say they...

(This post written in collaboration with Zeqiu (Ellen) Wu and Yushi Hu , both PhD students affiliated with the University of Washington, and...

How should you finetune a large language model for general-purpose question answering? One intriguing approach is that of supervised finetuning on a small...

[DISTRIBUTION STATEMENT A. Approved for public release; Distribution is unlimited 412TW-PA-24004] The views expressed are those of the author and do not reflect...

As Chief Scientist (Neural Networks) at Databricks, I lead our research team toward the goal of giving everyone the ability to build and...

Quantization is a technique for making machine learning models smaller and faster. We quantize Llama2-70B-Chat, producing an equivalent-quality model that generates 2.2x more...

Generative AI has opened new worlds of possibilities for businesses and is being emphatically embraced across organizations. According to a recent MIT Tech...