readme: ---
  language: en
  widget:
  - text: "As manager, I want to Find pet by ID through /pet/{petId}. Returns a single pet."
  - text: "As operator, I want to Create user through /user. #/definitions/User This can only be done by the logged in user."
  license: mit
  ---
  # ner-roles-openapi: model fine-tuned from distilbert-base-uncased for NER task.
  ## Introduction
  [ner-roles-openapi] is a NER model that was fine-tuned from distilbert-base-uncased on synthetic dataset based SCRUM user story.
  Model was trained on synthetic dataset (~80  sentences).
  Model was validated on openapi/swagger data and overperformed other models on this type of data specifically. 
  ## Training data
  Training data was classified as follow:
  Abbreviation|Description
  -|-
  O|Outside of a named entity
  ENTITY|Entity provided by OpenAPI
  ACTION|Action required by a user/role
  ROLE|Role predefined to use APIs