fixing deployment configs

nlp/aml-cli-v2/data-science/src/summarization/score.py

@@ -30,7 +30,7 @@ def run(raw_data):
     method and return the result back
     """
     logging.info("Request received")
-    article = json.loads(raw_data)["data"]
+    article = json.loads(raw_data)["input_data"]
     if "t5" in model.config.architectures[0].lower():
         article= "summarize:" + article
     

nlp/aml-cli-v2/mlops/azureml/deploy/online/online-deployment.yml

@@ -1,6 +1,6 @@
 $schema: https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json
 name: blue
-endpoint_name: dogs-classifier-online
-model: azureml:resnet-dogs-classifier@latest
+endpoint_name: summarization-pubmed-online
+model: azureml:microsoft-ssr-base-pubmed@latest
 instance_type: Standard_DS2_v2
 instance_count: 1

nlp/aml-cli-v2/mlops/azureml/deploy/online/online-endpoint.yml

@@ -1,4 +1,4 @@
 $schema: https://azuremlschemas.azureedge.net/latest/managedOnlineEndpoint.schema.json
-name: dogs-classifier-online
-description: Stanford Dogs Classifier
+name: summarization-pubmed-online
+description: Summarization of medical text
 auth_mode: key