Create trained model vocabulary API
editCreate trained model vocabulary API
editCreates a trained model vocabulary. This is supported only for natural language processing (NLP) models.
This functionality is in technical preview and may be changed or removed in a future release. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.
Request
editPUT _ml/trained_models/<model_id>/vocabulary/
Prerequisites
editRequires the manage_ml
cluster privilege. This privilege is included in the
machine_learning_admin
built-in role.
Description
editThe vocabulary is stored in the index as described in
inference_config.*.vocabulary
of the trained model definition.
Path parameters
edit-
<model_id>
- (Required, string) The unique identifier of the trained model.
Request body
edit-
vocabulary
- (array) The model vocabulary. Must not be empty.
Examples
editThe following example shows how to create a model vocabulary for a previously stored trained model configuration.
PUT _ml/trained_models/elastic__distilbert-base-uncased-finetuned-conll03-english/vocabulary { "vocabulary": [ "[PAD]", "[unused0]", ... ] }
The API returns the following results:
{ "acknowledged": true }