Using MPT 7B on Databricks Foundation Model Serving

Implementation guide · MPT · Databricks Mosaic

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Databricks Foundation Model Serving exposes MPT 7B through model ID mpt-7b. Use the setup steps, sourced pricing, capabilities, and official provider links below to validate this route before deployment.

Last refreshed 2026-05-19. Next refresh: weekly.

Quick Start

  1. 1
    Create an account at Databricks Foundation Model Serving and generate an API key.
  2. 2
    Use the Databricks Foundation Model Serving SDK or REST API to call mpt-7b — see the documentation for request format.
  3. 3
    You'll be billed $0.50/1M input, $0.50/1M output tokens. See full pricing.
API PortalDocumentationPricing

Code Examples

See Databricks Foundation Model Serving documentation for integration details.

Pricing on Databricks Foundation Model Serving

TypePrice (per 1M)
Input tokens$0.50
Output tokens$0.50

Capabilities

No model capability flags are currently sourced.

About MPT 7B

MPT 7B is Databricks Mosaic's MPT model. Its knowledge cutoff is 2023.

Full model details →

Model Specs

Released2023-03-16
Parameters7B
Context2k
ArchitectureDecoder Only
Knowledge cutoff2023

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Provider

Databricks Foundation Model Serving

Databricks

San Francisco, California, United States