feat(generativeai): Create genai_sdk_supervised_checkpoints_create_example.py

[yishan-pu]

Add an example for creating a tuning job with checkpoints.

[gemini-code-assist]

Hello @yishan-pu, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

Summary of Changes

This pull request adds a new example, genai_sdk_supervised_checkpoints_create_example.py, demonstrating how to create a tuning job with checkpoints using the Gemini API. The example showcases how to configure a tuning job to export intermediate checkpoints and then iterates through the checkpoints to display their information.

Highlights

• New Example: Introduces genai_sdk_supervised_checkpoints_create_example.py to illustrate the creation of a tuning job with checkpoints.
• Checkpoint Configuration: Demonstrates how to set export_last_checkpoint_only to False to enable the export of intermediate checkpoints during tuning.
• Checkpoint Iteration: Shows how to access and print information about each checkpoint within a tuning job's results.

Changelog

• generative_ai/model_tuning/genai_sdk_supervised_checkpoints_create_example.py
  • Adds a new example file demonstrating how to create a tuning job with checkpoints using the Gemini API.
  • Includes code to configure the tuning job to export intermediate checkpoints.
  • Iterates through the checkpoints and prints their details, such as checkpoint ID, epoch, step, and endpoint.
  • Uses google.genai and google.genai.types for interacting with the Gemini API.
  • Includes a placeholder for the project ID that the user needs to update.

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A checkpoint's gleam,
A model's progress shown,
Insights softly bloom.

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[gemini-code-assist]

Code Review

The code adds an example for creating a tuning job with checkpoints. The example is well-structured and easy to understand. However, there are a few minor improvements that can be made to enhance readability and maintainability.

Summary of Findings

• TODO comment: The code contains a TODO comment that should be addressed before merging. Consider providing a default value or prompting the user for input.
• Magic number: The code uses a magic number (60) for the sleep duration. Consider defining a constant with a descriptive name for better readability and maintainability.

Merge Readiness

The code is generally ready to be merged, but the TODO comment and magic number should be addressed first. I am unable to approve the pull request, and users should have others review and approve this code before merging.

[gemini-code-assist]

This TODO comment should be addressed. Consider providing a default value or prompting the user for input if the environment variable is not set.

  # PROJECT_ID = "your-project-id"
  if not PROJECT_ID:
    PROJECT_ID = input("Please enter your project ID: ")

[gemini-code-assist]

Consider defining a constant for the sleep duration to improve readability and maintainability. This also makes it easier to adjust the sleep duration in the future.

  SLEEP_DURATION = 60
  time.sleep(SLEEP_DURATION)

[snippet-bot]

Here is the summary of possible violations 😱

There is a possible violation for not having product prefix.

• generative_ai/model_tuning/genai_sdk_supervised_checkpoints_create_example.py:23, tag genaisdk_gemini_tuning_checkpoints_create

The end of the violation section. All the stuff below is FYI purposes only.

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Here is the summary of changes.

You are about to add 1 region tag.

• generative_ai/model_tuning/genai_sdk_supervised_checkpoints_create_example.py:23, tag genaisdk_gemini_tuning_checkpoints_create

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