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Quiz · 5 questions

📊 Training Data

Garbage in, garbage out — at tenfold strength

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Quiz

01What is the standard file format for fine-tuning data across modern tools?
02In the OpenAI chat format, what role MUST the last message in each example have?
03What does 'distillation' mean in fine-tuning data preparation?
04Why is a separate validation set important during fine-tuning?
05When generating synthetic data with a strong teacher model, what is the most common failure mode?
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