List the tuned models for Vertex LLMs (Generative AI)

A code sample demonstrating how to get a list of the tuned models for Vertex LLMs

Code sample

Java

Before trying this sample, follow the Java setup instructions in the Vertex AI quickstart using client libraries . For more information, see the Vertex AI Java API reference documentation .

To authenticate to Vertex AI, set up Application Default Credentials. For more information, see Set up authentication for a local development environment .

  import 
  
 com.google.cloud.aiplatform.v1. ListModelsRequest 
 
 ; 
 import 
  
 com.google.cloud.aiplatform.v1. LocationName 
 
 ; 
 import 
  
 com.google.cloud.aiplatform.v1. Model 
 
 ; 
 import 
  
 com.google.cloud.aiplatform.v1. ModelServiceClient 
 
 ; 
 import 
  
 com.google.cloud.aiplatform.v1. ModelServiceClient 
. ListModelsPagedResponse 
 
 ; 
 import 
  
 com.google.cloud.aiplatform.v1. ModelServiceSettings 
 
 ; 
 import 
  
 java.io.IOException 
 ; 
 public 
  
 class 
 ListTunedModelsSample 
  
 { 
  
 public 
  
 static 
  
 void 
  
 main 
 ( 
 String 
 [] 
  
 args 
 ) 
  
 throws 
  
 IOException 
  
 { 
  
 // TODO(developer): Replace this variable before running the sample. 
  
 String 
  
 project 
  
 = 
  
 "YOUR_PROJECT_ID" 
 ; 
  
 String 
  
 location 
  
 = 
  
 "us-central1" 
 ; 
  
 String 
  
 model 
  
 = 
  
 "text-bison@001" 
 ; 
  
 listTunedModelsSample 
 ( 
 project 
 , 
  
 location 
 , 
  
 model 
 ); 
  
 } 
  
 // List tuned models for a large language model 
  
 public 
  
 static 
  
 void 
  
 listTunedModelsSample 
 ( 
 String 
  
 project 
 , 
  
 String 
  
 location 
 , 
  
 String 
  
 model 
 ) 
  
 throws 
  
 IOException 
  
 { 
  
 final 
  
 String 
  
 endpoint 
  
 = 
  
 String 
 . 
 format 
 ( 
 "%s-aiplatform.googleapis.com:443" 
 , 
  
 location 
 ); 
  
  ModelServiceSettings 
 
  
 modelServiceSettings 
  
 = 
  
  ModelServiceSettings 
 
 . 
 newBuilder 
 (). 
 setEndpoint 
 ( 
 endpoint 
 ). 
 build 
 (); 
  
 // Initialize client that will be used to send requests. This client only needs to be created 
  
 // once, and can be reused for multiple requests. 
  
 try 
  
 ( 
  ModelServiceClient 
 
  
 modelServiceClient 
  
 = 
  
  ModelServiceClient 
 
 . 
 create 
 ( 
 modelServiceSettings 
 )) 
  
 { 
  
 final 
  
 String 
  
 parent 
  
 = 
  
  LocationName 
 
 . 
 of 
 ( 
 project 
 , 
  
 location 
 ). 
 toString 
 (); 
  
 final 
  
 String 
  
 filter 
  
 = 
  
 String 
 . 
 format 
 ( 
 "labels.google-vertex-llm-tuning-base-model-id=%s" 
 , 
  
 model 
 ); 
  
  ListModelsRequest 
 
  
 request 
  
 = 
  
  ListModelsRequest 
 
 . 
 newBuilder 
 (). 
 setParent 
 ( 
 parent 
 ). 
 setFilter 
 ( 
 filter 
 ). 
 build 
 (); 
  
  ListModelsPagedResponse 
 
  
 listModelsPagedResponse 
  
 = 
  
 modelServiceClient 
 . 
 listModels 
 ( 
 request 
 ); 
  
 System 
 . 
 out 
 . 
 println 
 ( 
 "List Tuned Models response" 
 ); 
  
 for 
  
 ( 
  Model 
 
  
 element 
  
 : 
  
 listModelsPagedResponse 
 . 
 iterateAll 
 ()) 
  
 { 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "\tModel Name: %s\n" 
 , 
  
 element 
 . 
 getName 
 ()); 
  
 System 
 . 
 out 
 . 
 format 
 ( 
 "\tModel Display Name: %s\n" 
 , 
  
 element 
 . 
 getDisplayName 
 ()); 
  
 } 
  
 } 
  
 } 
 } 
 

What's next

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