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inferless

Inferless - Deploy Machine Learning Models in Minutes.

See the website at https://inferless.com/ for documentation and more information about running code on Inferless.

Usage:

$ inferless [OPTIONS] COMMAND [ARGS]...

Options:

  • -v, --version
  • --help: Show this message and exit.

Commands:

  • deploy: Deploy a model to Inferless
  • init: Initialize a new Inferless model
  • log: Inferless models logs (view build logs or...
  • login: Login to Inferless
  • mode: Change mode
  • model: Manage Inferless models (list , delete ,...
  • runtime: Manage Inferless runtimes (can be used to...
  • secret: Manage Inferless secrets (list secrets)
  • token: Manage Inferless tokens
  • volume: Manage Inferless volumes (can be used to...
  • workspace: Manage Inferless workspaces (can be used...

inferless deploy

Deploy a model to Inferless

Usage:

$ inferless deploy [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless init

Initialize a new Inferless model

Usage:

$ inferless init [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless log

Inferless models logs (view build logs or call logs)

Usage:

$ inferless log [OPTIONS] [MODEL_ID]

Arguments:

  • [MODEL_ID]: Model id or model import id

Options:

  • -i, --import-logs: Import logs
  • -t, --type TEXT: Logs type [BUILD, CALL]] [default: BUILD]
  • --help: Show this message and exit.

inferless login

Login to Inferless

Usage:

$ inferless login [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless model

Manage Inferless models (list , delete , activate , deactivate , rebuild the models)

Usage:

$ inferless model [OPTIONS] COMMAND [ARGS]...

Options:

  • --help: Show this message and exit.

Commands:

  • activate: activate a model.
  • deactivate: deactivate a model.
  • delete: delete a model.
  • info: Get model details.
  • list: List all models.
  • rebuild: rebuild a model.

inferless model activate

activate a model.

Usage:

$ inferless model activate [OPTIONS]

Options:

  • --model-id TEXT: Model ID
  • --help: Show this message and exit.

inferless model deactivate

deactivate a model.

Usage:

$ inferless model deactivate [OPTIONS]

Options:

  • --model-id TEXT: Model ID
  • --help: Show this message and exit.

inferless model delete

delete a model.

Usage:

$ inferless model delete [OPTIONS]

Options:

  • --model-id TEXT: Model ID
  • --help: Show this message and exit.

inferless model info

Get model details.

Usage:

$ inferless model info [OPTIONS]

Options:

  • --model-id TEXT: Model ID
  • --help: Show this message and exit.

inferless model list

List all models.

Usage:

$ inferless model list [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless model rebuild

rebuild a model. (If you have a inferless.yaml file in your current directory, you can use the --local or -l flag to redeploy the model locally.)

Usage:

$ inferless model rebuild [OPTIONS]

Options:

  • --model-id TEXT: Model ID
  • -l, --local: Local rebuild
  • --help: Show this message and exit.

inferless runtime

Manage Inferless runtimes (can be used to list runtimes and upload new runtimes)

Usage:

$ inferless runtime [OPTIONS] COMMAND [ARGS]...

Options:

  • --help: Show this message and exit.

Commands:

  • list: List all runtimes.
  • select: use to update the runtime in inferless...
  • upload: Upload a runtime.

inferless runtime list

List all runtimes.

Usage:

$ inferless runtime list [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless runtime select

use to update the runtime in inferless config file

Usage:

$ inferless runtime select [OPTIONS]

Options:

  • -p, --path TEXT: Path to the inferless config file (inferless.yaml)
  • -i, --id TEXT: runtime id
  • --help: Show this message and exit.

inferless runtime upload

Upload a runtime.

Usage:

$ inferless runtime upload [OPTIONS]

Options:

  • -p, --path TEXT: Path to the runtime
  • -n, --name TEXT: Name of the runtime
  • --help: Show this message and exit.

inferless secret

Manage Inferless secrets (list secrets)

Usage:

$ inferless secret [OPTIONS] COMMAND [ARGS]...

Options:

  • --help: Show this message and exit.

Commands:

  • list: List all secrets.

inferless secret list

List all secrets.

Usage:

$ inferless secret list [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless token

Manage Inferless tokens

Usage:

$ inferless token [OPTIONS] COMMAND [ARGS]...

Options:

  • --help: Show this message and exit.

Commands:

  • set: Set account credentials for connecting to...

inferless token set

Set account credentials for connecting to Inferless. If not provided with the command, you will be prompted to enter your credentials.

Usage:

$ inferless token set [OPTIONS]

Options:

  • --token-key TEXT: Account CLI key [required]
  • --token-secret TEXT: Account CLI secret [required]
  • --help: Show this message and exit.

inferless volume

Manage Inferless volumes (can be used to list volumes and create new volumes)

Usage:

$ inferless volume [OPTIONS] COMMAND [ARGS]...

Options:

  • --help: Show this message and exit.

Commands:

  • cp: add a file or dir to volume
  • create: create volume.
  • list: List all volumes.
  • ls: List the files and directories in a...
  • rm: delete a file or dir in the volume
  • select: use to update the volume in inferless...

inferless volume cp

add a file or dir to volume

Usage:

$ inferless volume cp [OPTIONS]

Options:

  • -s, --source TEXT: infer path or local dir or file path
  • -d, --destination TEXT: infer path or local dir or file path
  • --help: Show this message and exit.

inferless volume create

create volume.

Usage:

$ inferless volume create [OPTIONS]

Options:

  • -n, --name TEXT: Name of the volume
  • --help: Show this message and exit.

inferless volume list

List all volumes.

Usage:

$ inferless volume list [OPTIONS]

Options:

  • --help: Show this message and exit.

inferless volume ls

List the files and directories in a specified volume. You can filter the results, choose to view only files or directories, and list contents recursively.

Usage:

$ inferless volume ls [OPTIONS]

Options:

  • -i, --id TEXT: ID of the volume.
  • -p, --path TEXT: The specific directory path in the volume to list. Defaults to the root directory if not specified.
  • -d, --directory: Show only directories in the listing.
  • -f, --files: Show only files in the listing.
  • -r, --recursive: Recursively list all contents of directories.
  • --help: Show this message and exit.

inferless volume rm

delete a file or dir in the volume

Usage:

$ inferless volume rm [OPTIONS]

Options:

  • -p, --path TEXT: Infer Path to the file/dir your want to delete
  • --help: Show this message and exit.

inferless volume select

use to update the volume in inferless config file

Usage:

$ inferless volume select [OPTIONS]

Options:

  • -p, --path TEXT: Path to the inferless config file (inferless.yaml)
  • -i, --id TEXT: volume id
  • --help: Show this message and exit.

inferless workspace

Manage Inferless workspaces (can be used to switch between workspaces)

Usage:

$ inferless workspace [OPTIONS] COMMAND [ARGS]...

Options:

  • --help: Show this message and exit.

Commands:

  • use

inferless workspace use

Usage:

$ inferless workspace use [OPTIONS]

Options:

  • --help: Show this message and exit.

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