Databricks DBRX is now available in Amazon SageMaker JumpStart

Today, we are excited to announce that the DBRX model, an open, general-purpose large language model (LLM) developed by Databricks, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. The DBRX LLM employs a fine-grained mixture-of-experts (MoE) architecture, pre-trained on 12 trillion tokens of carefully curated data and a maximum context length of 32,000 tokens.

You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you can quickly get started with ML. In this post, we walk through how to discover and deploy the DBRX model.

What is the DBRX model

DBRX is a sophisticated decoder-only LLM built on transformer architecture. It employs a fine-grained MoE architecture, incorporating 132 billion total parameters, with 36 billion of these parameters being active for any given input.

The model underwent pre-training using a ...