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What role does training data play in teaching an LLM?

Can synthetic data be used for training?

The answer

Yes. Generated examples can provide additional practice or targeted coverage, but their errors, repetition, and limited variety must be evaluated before relying on them.

More FAQs in What role does training data play in teaching an LLM?

Usually not during next-token pre-training. Existing sequences supply prediction targets automatically, while later training stages may use demonstrations, preference labels, or other feedback.

Its training data may not include that page or its latest version. Learning from a document also does not guarantee reliable recall of every detail.

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