components text_generation_model_import

Text Generation Model Import

text_generation_model_import

Overview

Import PyTorch / MLFlow model

Version: 0.0.28

View in Studio: https://ml.azure.com/registries/azureml/components/text_generation_model_import/version/0.0.28

Inputs

Model and task name

Name	Description	Type	Default	Optional	Enum
huggingface_id	Input HuggingFace model id. Incase of continual finetuning provide proper id. Models from Hugging Face are subject to third party license terms available on the Hugging Face model details page. It is your responsibility to comply with the model's license terms.	string		True

Continual-Finetuning model path

Name	Description	Type	Default	Optional	Enum
pytorch_model_path	Input folder path containing pytorch model for further finetuning. Proper model/huggingface id must be passed.	custom_model		True
mlflow_model_path	Input folder path containing mlflow model for further finetuning. Proper model/huggingface id must be passed.	mlflow_model		True

Output of validation component

Name	Description	Type	Default	Optional	Enum
validation_output	Validation status.	uri_file		True

Validation parameters

Name	Description	Type	Default	Optional	Enum
system_properties	Validation parameters propagated from pipeline.	string		True

Outputs

Name	Description	Type
output_dir	folder to store model metadata	uri_folder

Environment

azureml://registries/azureml/environments/acft-hf-nlp-gpu/versions/37