diff --git a/generative_ai/model_tuning/genai_sdk_supervised_checkpoints_set_default_example.py b/generative_ai/model_tuning/genai_sdk_supervised_checkpoints_set_default_example.py new file mode 100644 index 00000000000..39a40f54f73 --- /dev/null +++ b/generative_ai/model_tuning/genai_sdk_supervised_checkpoints_set_default_example.py @@ -0,0 +1,60 @@ +# Copyright 2024 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import os + +from google.genai import types + +PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT") + + +def genai_sdk_gemini_tuning_checkpoints_set_default_example() -> types.Model: + # [START genaisdk_gemini_tuning_checkpoints_set_default] + from google import genai + + client = genai.Client( + vertexai=True, + project=PROJECT_ID, + location="us-central1", + ) + + name = ( + "projects/123456789012/locations/us-central1/tuningJobs/123456789012345" + ) + tuning_job = client.tunings.get(name=name) + tuned_model = client.models.get(model=tuning_job.tuned_model.model) + + print(f"Default checkpoint: {tuned_model.default_checkpoint_id}") + print(f"Tuned model endpoint: {tuning_job.tuned_model.endpoint}") + # Example response: + # Default checkpoint: 2 + # projects/123456789012/locations/us-central1/endpoints/123456789012345 + + tuned_model = client.models.update( + model=tuned_model.name, + config=types.UpdateModelConfig(default_checkpoint_id="1"), + ) + + print(f"Default checkpoint: {tuned_model.default_checkpoint_id}") + print(f"Tuned model endpoint: {tuning_job.tuned_model.endpoint}") + # Example response: + # Default checkpoint: 1 + # projects/123456789012/locations/us-central1/endpoints/123456789000000 + + # [END genaisdk_gemini_tuning_checkpoints_set_default] + return tuned_model + + +if __name__ == "__main__": + genai_sdk_gemini_tuning_checkpoints_set_default_example()