How do you manage hyperparameter tuning for generative AI models and what coding frameworks do you use

Question

Can you provide me code for hyperparameter tuning for generative AI models, and which framework according to you would be best for coding?

Answer 1

You can manage hyperparameter tuning for Generative AI models by implementing the following code:

With the help of Optuna framework i have implemented hyperparameter as you can see in the above code.

Here are top 6 frameworks for hyperparameter tuning which you can use while developing your generative model:-

• Optuna
• Ray Tune
• Hyperopt 
• Bayesian Optimization.
• Keras Tuner
• Talos