What kind of data is needed for retraining an AI model?
An example of an AI chatbot conversation about data required for AI model retraining.
What kind of data is needed for retraining an AI model?
To retrain an AI model, you'll need a diverse dataset that includes examples similar to the tasks you want the model to perform.
Can you give me examples of the types of data?
Sure! For a language model, you might need text data from books, articles, and conversations. For image recognition, you'd need labeled images.
How do I ensure the data is high quality?
You can ensure high quality by cleaning the data, removing duplicates, and verifying the accuracy of labels.
Is there a specific format the data should be in?
Yes, the format depends on the model. Common formats include CSV for tabular data, JSON for structured data, and TFRecord for TensorFlow.
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