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Introdu Magpie Pipeline:

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  1. Step 1: Instruction Gneration: Magpie crafts an input query in the format of the predefined instruction template of the LLM. +
  2. Step 1: Instruction Generation: Magpie crafts an input query in the format of the predefined instruction template of the LLM. This query defines only the role of instruction provider (e.g., user), and does not provide any instruction. The auto-regressive LLM has been fine-tuned using instruction data in the format of the predefined instruction template. Thus, the LLM autonomously generates an instruction when the query crafted by Magpie is given as an input.
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    Citation

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