Which of the following is a disadvantage of open source large language models?

Fdaytalk Homework Help: Questions and Answers: Which of the following is a disadvantage of open source large language models?

a) Lack of transparency
b) Limited customization
c) Proprietary licensing
d) Potential for less controlled use

Answer:

The correct answer is:

d) Potential for less controlled use

This is a disadvantage of open source large language models because:

Open source models are freely available to the public, which means they can potentially be used or modified by anyone, including irresponsible or unethical purposes. There’s less ability to control or restrict how the model is deployed compared to proprietary models where access and use can be more tightly regulated.

This is indeed a disadvantage of open source models, as there are fewer restrictions on how they can be deployed.

Why other options are incorrect because:

a) Lack of transparency – Open source models are known for their transparency. Open source models actually offer more transparency, not less, as their code and training data are often publicly available. Therefore, lack of transparency is not a disadvantage of open source models.

b) Limited customization – Open source models offer high levels of customization since users can modify the code and retrain the model as needed-tune the model for specific applications. Hence, limited customization is not a disadvantage of open source models.

c) Proprietary licensing – Open source models, by definition, do not have proprietary licensing. They are released under open licenses that allow users to freely use, modify, and distribute the software. Therefore, proprietary licensing is not a disadvantage of open source models.

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