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Instruction Pre-Training (Machine Learning) by powerenkyle2 is a document available to read on EtoBox.

What is Instruction Pre-Training (Machine Learning) about?

The document introduces Instruction Pre-Training, a framework for supervised multitask pre-training of language models (LMs) that enhances generalization by augmenting raw corpora with instruction-response pairs. An instruction synthesizer generates these pairs, allowing for scalable and efficient pre-training across various task categories. Experiments demonstrate that models pre-trained with this method outperform traditional approaches, highlighting the effectiveness of supervised multitask learning in l

Author

powerenkyle2

Language

EN