Combining LoRA with a minimal replay buffer during streaming domain shifts mitigates, but does not prevent, catastrophic forgetting in a small LLM across medical, genetics, and law data.
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Replay to Remember: Retaining Domain Knowledge in Streaming Language Models
Combining LoRA with a minimal replay buffer during streaming domain shifts mitigates, but does not prevent, catastrophic forgetting in a small LLM across medical, genetics, and law data.