Inference service · Cloud model platform

Databricks Foundation Model APIs

Databricks' managed foundation-model serving layer for pay-per-token, priority, provisioned-throughput, batch, and customer-model workloads.

Operator
Databricks
Delivery
On-demand · Batch · Reserved capacity · Dedicated endpoint
Model sources
Third-party proprietary models · Open-weight models · Customer-supplied models
API styles
Service-native · OpenAI-compatible
Boundary
Represents Databricks-hosted Foundation Model APIs and serving endpoints, not external-model credentials merely governed through Unity AI Gateway, MLflow alone, or model publishers' direct APIs.

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