Deploy Private LLMs using Databricks Model Serving
We are excited to announce public preview of GPU and LLM optimization support for Databricks Model Serving! With this launch, you can deploy...
Using MLflow AI Gateway and Llama 2 to Build Generative AI Apps
To build customer support bots, internal knowledge graphs, or Q&A systems, customers often use Retrieval Augmented Generation (RAG) applications which leverage pre-trained models...
Actioning Customer Reviews at Scale with Databricks SQL AI Functions
Every morning Susan walks straight into a storm of messages, and doesn't know where to start! Susan is a customer success specialist at...
PyTorch on Databricks - Introducing the Spark PyTorch Distributor
Background and Motives Deep Learning algorithms are complex and time consuming to train, but are quickly moving from the lab to production because...
Synthetic Data for Better Machine Learning
You've likely tried the buzziest advances in generative AI in the past year, tools like ChatGPT and DALL-E . They consume complex data...
Saving Mothers with ML: How CareSource uses MLOps to Improve Healthcare in High-Risk Obstetrics
This blog post is in collaboration with Russ Scoville (Vice President of Enterprise Data Services), Arpit Gupta (Director of Predictive Analytics and Data...
Fine-Tuning Large Language Models with Hugging Face and DeepSpeed
Large language models (LLMs) are currently in the spotlight following the sensational release of ChatGPT. Many are wondering how to take advantage of...
Unsupervised Outlier Detection on Databricks
Kakapo ( KAH-kə-poh ) implements a standard set of APIs for outlier detection at scale on Databricks. It provides an integration of the...
Accelerate your model development with the new MLflow Experiments UI
MLflow is the premier platform for model development and experimentation. Thousands of data scientists use MLflow Experiment Tracking every day to find the...
Getting started with NLP using Hugging Face transformers pipelines
Advances in Natural Language Processing (NLP) have unlocked unprecedented opportunities for businesses to get value out of their text data. Natural Language Processing...