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training

Fine-tuning

The process of further training a pre-trained model on a specific dataset to specialize it for a particular task or domain. Fine-tuning adjusts the model's weights using task-specific data, typically requiring far less data and compute than training from scratch.

In practice

A company might fine-tune Llama on their customer support transcripts to create a specialized support chatbot.