How can I optimize training data for my AI chatbot?
An example of an AI chatbot conversation about optimizing training data for better performance.
How can I optimize training data for my AI chatbot?
To optimize training data, focus on quality over quantity. Ensure your data is diverse and representative of user queries.
What types of data should I include?
Include user interactions, FAQs, and varied sentence structures to cover different ways users might ask questions.
How do I handle biased data?
Identify and remove biased examples, and include data that represents a wide range of perspectives to ensure fairness.
Can I use synthetic data for training?
Yes, synthetic data can be useful, especially for scenarios where real data is scarce. Just ensure it mimics real user behavior.
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