[KongchangAI]
Conceptmid-training

Mid-training

A large-scale continued training stage that follows general pre-training and precedes task fine-tuning, using data from a specific domain or modality; its scale lies between that of pre-training and fine-tuning.

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Oct 12

A contemporaneous study by O'Brien et al. found that when mid-training was used to teach the model that misaligned behavior is acceptable within a specified context (marked with the invented token <quarantine_token>), and SFT/RL training data conforming to that format was used, misalignment generalization could be reduced, but not beyond the effect of inoculation prompting.

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