Pre-Publication V2. A smaller, faster An AI model trained to mimic the behavior of a larger, complex “teacher model” rather than original training data alone. This approach aims to pass on the learned behaviour of a large, highly accurate model to a smaller, computationally efficient model that is better suited for practical deployment.
Deliberation Summary:
Notation distinguishing training a model on a corpus while it is being built from fine-tuning that adjusts its weights; adapting an existing model for a particular task is better described as steering or guiding it.
Pre-Publication V1. A smaller, faster AI model trained to mimic the behavior of a larger, complex teacher model. This approach aims to pass on the learned behaviour of a large, highly accurate model to a smaller, computationally efficient model that is better suited for practical deployment.