akka optimize training evaluations predictions

Display predicted and expected answers for an evaluation

Synopsis

Display per-example evaluation results: the example’s position in the split, the prompt it asked, the expected output, the model’s answer, the score, and the grader’s explanation.

Examples where the grader cannot determine a verdict are marked as unscored rather than scored as zero.

Results are available while the evaluation is in progress.

akka optimize training evaluations predictions EVALUATION [flags]

Examples

  # Display the first 5 predictions
  akka-optimize training evaluations predictions 9c2e4b7a1d63f085 --limit 5

  # Filter incorrect predictions using jq
  akka-optimize training evaluations predictions 9c2e4b7a1d63f085 \
    --jq '.[] | select(.score == 0)'

  # Filter unscored predictions where the grader returned no verdict
  akka-optimize training evaluations predictions 9c2e4b7a1d63f085 \
    --jq '.[] | select(.score == null)'

Options

  -h, --help        help for predictions
      --limit int   Limit output to the specified number of examples

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