Inria

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Diagram explaining Atlas, a retrieval-augmented language model that exhibits strong few-shot performance on knowledge tasks
Inria

Memorize Less; Retrieve More: How small language models can perform specialized tasks.

Large language models are trained only to predict the next word based on previous ones. Yet, given a modest fine-tuning set, they acquire enough information to learn how to perform tasks such as answering questions.

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