components download_model

Download model

download_model

Overview

Downloads a publicly available model

Version: 0.0.30

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/components/download_model/version/0.0.30

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
token	If set use it to access the private models or authenticate the user. For example, user can get the token for HF private model by creating account in Huggingface, accept the condition for models that needs to be downloaded and create access token from browser. For more details please visit - https://huggingface.co/docs/hub/security-tokens	string		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/36