Databricks Generative AI Engineer Associate Question 268
Select 3You are working on a Databricks project to fine-tune a generative AI model using a third-party dataset. The dataset's license requires attribution and explicitly prohibits commercial use. What steps should you take to ensure compliance with the dataset's licensing terms?
- A
Verify whether the dataset's license is compatible with your intended use case, including the commercial application.
- B
Use the dataset as is, since licensing terms do not apply to machine learning model training.
- C
Provide proper attribution as required by the dataset's license in your project's documentation or outputs.
- D
Seek clarification or legal counsel if the intended use is not clearly covered under the dataset's license.
- E
Modify the dataset slightly to bypass the licensing restrictions.
Show answer and explanation
Correct answers: A, C, D
Explanation
When using third-party datasets for training generative AI models, it is crucial to comply with the dataset's licensing terms. This involves verifying the license compatibility with your use case, providing required attribution, and seeking legal clarification if needed. Ignoring or bypassing licensing requirements can lead to legal and ethical issues.
- A. Correct.
Verifying the dataset's licensing terms is essential to ensure that its use aligns with your intended application, avoiding potential legal risks.
- B. Incorrect.
This is incorrect because licensing terms do apply to machine learning model training. Ignoring them could lead to legal consequences.
- C. Correct.
Providing proper attribution is often a requirement in many dataset licenses, especially for those requiring acknowledgment of the original creators.
- D. Correct.
If there is any ambiguity in the dataset's licensing terms, seeking clarification or legal advice is a prudent step to avoid compliance issues.
- E. Incorrect.
Modifying a dataset to bypass licensing restrictions is unethical and could still result in legal violations.