akka optimize training evaluations start

Start an evaluation for a trained model

Synopsis

Initiate an evaluation to score a trained model against a dataset.

Each evaluation executes as a distinct job and generates an independent evaluation report.

--workload defaults to the workload the model names. A candidate carries the workload that trained it, so it needs none, and naming a different one is refused. A base model belongs to no workload, so scoring one to get a baseline needs --workload to say which workload the score belongs to.

akka optimize training evaluations start --model MODEL --dataset HASH [flags]

Examples

  # Start an evaluation
  akka-optimize training evaluations start --model 4f3a91c07b2e5d68 \
    --dataset 4b1c2f9b2ae4

  # Start an evaluation with a specific grader
  akka-optimize training evaluations start --model 4f3a91c07b2e5d68 \
    --dataset 4b1c2f9b2ae4 --grader model:commit-judge

  # Score a base model, for a baseline to compare candidates against
  akka-optimize training evaluations start --model 4f3a91c07b2e5d68 \
    --dataset 4b1c2f9b2ae4 --workload support-triage

  # Start an evaluation and wait for completion
  akka-optimize training evaluations start --model 4f3a91c07b2e5d68 \
    --dataset 4b1c2f9b2ae4 --wait --exit-status

Options

      --dataset string    Evaluation dataset hash, or a unique prefix of one
      --exit-status       Exit with a non-zero status if execution fails or is cancelled. Requires --wait
      --grader string     Grader specification: json-label-match, model:MODEL, or http:URL
  -h, --help              help for start
      --model string      Model ID to evaluate
      --wait              Wait for execution to finish
      --workload string   Workload name or ID the score belongs to. Defaults to the workload the model names, so only a base model needs it, and it must agree with the model's when given

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