179 questions
No questions match those filters.
← All questions
Training & Fine-tuningMedium· Distillation· Synthetic Data
Is it circular to use a language model to generate trai...
This is one of the questions in the full AI/ML interview bank. Pro unlocks all 1789 questions; Premium includes the same bank plus the highest daily Practice limit.
See plansThe process is not circular provided that the rewrite model is significantly stronger than the model being trained. The quality ceiling of the resulting model is determined by the rewrite model’s quality. You are essentially performing distillation from a superior teacher. Self-distillation without an external, stronger teacher can lead to model collapse over repeated iterations, which is why production pipelines rely on a dedicated, larger rewrite model rather than the checkpoint currently being trained.