components download_model

Download model

download_model

Overview

Description: Downloads a publicly available model

Version: 0.0.12

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/components/download_model/version/0.0.12

Inputs

Name	Description	Type	Default	Optional	Enum
model_source	Storage containers from where model will be sourced from.	string	Huggingface		['AzureBlob', 'GIT', 'Huggingface']
model_id	A valid model id for the model source selected. For example you can specify bert-base-uncased for importing HuggingFace bert base uncased model. Please specify the complete URL if GIT or AzureBlob is selected in model_source	string
validation_info	Path to the validation info file	uri_file		True
update_existing_model	If set to true, will update the existing model. If set to false, will create a new model.	boolean	False	True

Outputs

Name	Description	Type
model_download_metadata	File name to which model download details will be written. File would contain details that could be useful for model registration in forms of model tags and properties	uri_file
model_output	Path to the dowloaded model	uri_folder

Environment

azureml://registries/azureml/environments/model-management/versions/12