components finetune_submit - Azure/azureml-assets GitHub Wiki
Component to submit FT job to Azure OpenAI resource
Version: 0.0.3
View in Studio: https://ml.azure.com/registries/azureml/components/finetune_submit/version/0.0.3
Name | Description | Type | Default | Optional | Enum |
---|---|---|---|---|---|
endpoint_name | The endpoint name or AOAI resource name. | string | False | ||
endpoint_resource_group | Resource group for the AOAI resource. | string | True | ||
endpoint_subscription | Subscription for the AOAI resource. | string | True | ||
model | GPT model engine | string | gpt-35-turbo-0613 | False | |
task_type | Dataset type - chat or completion | string | False | ['chat', 'completion'] | |
registered_model_name | User-defined registered model name | string | False | ||
n_epochs | Number of training epochs. If set to -1, number of epochs will be determined dynamically based on the input data. | integer | -1 | False | |
batch_size | Global batch size. If set to -1, batch size will be determined dynamically based on the input data. | integer | -1 | False | |
learning_rate_multiplier | The learning rate multiplier to use for training. | number | 1.0 | False | |
data_upload_output | Contains data upload output file in JSON/custom class format | uri_file | False |
Name | Description | Type |
---|---|---|
finetune_submit_output | Contains finetune submit output file in JSON/custom class format | uri_file |
azureml://registries/azureml-staging/environments/aoai-data-upload-finetune/versions/1