Inference CLI commands

Feature set: Inference Contact our support for access.
This functionality evolves quickly, the behavior and APIs might change between releases without further notice.

Model serving commands are under akka models. Routing, cost, training, and evaluation commands are under akka optimize. They act on different resources and are documented on three pages.

Page Covers

Model commands

akka models: accelerator pools and allocations, models, the endpoints that serve them, and their API keys. akka optimize models: the governance record.

Routing commands

akka optimize rulesets, akka optimize routing-classifiers, akka optimize use-cases, and akka optimize routing-policies: choosing which provider serves a request.

Cost, training, and evaluation commands

akka optimize spend, akka optimize training, akka optimize eval, and the rest of what an organization spends and scores.

Every command takes --help, and most take -o json.

akka models apply and akka models delete read a YAML model descriptor, and read it from standard input when -f is omitted. The format other commands read with -f FILE depends on the command, and --help states it. Most akka optimize commands read the document from standard input when you pass -f -.

Where each task is described

The command pages state what each command does. The Inference section states when to run it.

 

The features described in this section are an add-on to Akka Automated Operations. They are not included in the base product.