Which one is correct?
"generative model" or "generative models"?

Question

Which one is correct?
"generative model" or "generative models"?

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Use 'generative model' when talking about a specific model designed to generate new data or samples.

Examples:

This generative model can create realistic images.
The researchers developed a new generative model for music composition.
Understanding the architecture of a generative model is crucial for its performance.

Alternatives:

model that generates
model for data generation
model used for generating data

Use 'generative models' when referring to a collection or multiple instances of models that generate new data or samples.

Examples:

Generative models like GANs and VAEs are used in image generation.
Researchers are exploring different types of generative models for text generation.
The field of generative models is rapidly evolving.

Alternatives:

models that generate
models for data generation
models used for generating data

Both 'generative models' and 'generative model' are correct, but they are used in different contexts. 'Generative models' refers to a collection or multiple instances of models, while 'generative model' refers to a single model. The choice between the two depends on whether you are referring to one model or multiple models.

Last Updated: March 31, 2024