akka optimize training base-models candidates

List an author’s repositories and what this deployment would make of each

Synopsis

List the repositories an author publishes, with the verdict on each.

The verdict is the one admission reaches: whether the pinned engines support the architecture, whether a device profile holds a model that size, and whether it can be served with LoRA. Nothing is allowed or selected by asking.

--match is a glob over the repository name, applied to what the hub returned rather than passed to it: the hub’s search is ranked rather than exact, and asking it for gemma-3 answers with gemma-4 models too.

--catalog prints the entries to paste into a region’s catalog.conf, pinned to the commits this resolved. Envelopes are not written: an envelope is a measurement, and each entry says so until somebody has made it.

akka optimize training base-models candidates --author AUTHOR [--match GLOB] [flags]

Examples

  # What the Gemma 4 family offers, and which members this deployment could train
  akka-optimize training base-models candidates --author google --match 'gemma-4-*'

  # The catalog entries for the ones it could
  akka-optimize training base-models candidates --author google --match 'gemma-4-E4B*' --catalog

Options

      --author string   The hub account that publishes the repositories
      --catalog         Print catalog.conf entries for the admissible candidates instead of a table
  -h, --help            help for candidates
      --match string    Glob over the repository name, such as 'gemma-4-*'. Every repository by default

Options inherited from parent commands

      --cache-file string    location of cache file (default "~/.akka/cache.yaml")
      --config string        location of config file (default "~/.akka/config.yaml")
      --context string       configuration context to use
      --disable-prompt       Disable all interactive prompts when running akka commands. If input is required, defaults will be used, or an error will be raised.
                             This is equivalent to setting the environment variable AKKA_DISABLE_PROMPTS to true.
      --force                Skip the confirmation prompt
      --jq string            Filter the JSON output with a jq expression
      --json string          Output JSON with only these fields; --json= lists the fields a command offers
      --no-color             Print without color, as NO_COLOR does
  -o, --output string        set output format to one of [text,json,json-compact,go-template=] (default "text")
      --page-mode string     the mode for paging, either paged, buffered or auto. (default "auto")
  -q, --quiet                set quiet output (helpful when used as part of a script)
      --region string        Region to use if the project has more than one region
      --timeout duration     client command timeout (default 10s)
      --trainer-url string   Trainer service URL (default http://localhost:9001, or TRAINER_URL)
      --url string           Optimize service URL (default http://localhost:9010, or OPTIMIZE_URL)
      --use-grpc-web         use grpc-web when talking to Akka APIs. This is useful when behind corporate firewalls that decrypt traffic but don't support HTTP/2.
      --verbose              set verbose output

SEE ALSO