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Language model

DBRX

Databricks

Released
March 2024

DBRX's defining feature is its fine-grained MoE architecture with 132 billion total parameters and 36 billion active. It selects four of 16 experts per token and was trained on roughly 12 trillion tokens. The instruct checkpoint combines a 32K context with coding, RAG, and SQL use for controlled enterprise deployment.

Databricks released base and instruct weights and described API use for Databricks customers alongside private deployment. This description concerns the instruct checkpoint, not DBRX Base.

Specifications and access

SpecificationValue and source
Weights
Open weightsSource
Parameters
132 billionSource
Active parameters
36 billionSource
Context window
32,768 tokensSource
License
Databricks Open ModelSource
Inputs
TextSource
Outputs
TextSource