Shypd.aiThe largest open index of AI toolsMagpie is an open-source AI tool for alignment data synthesis that generates high-quality synthetic data by prompting aligned LLMs. It provides an efficient pipeline for creating instruction-response pairs without relying on prompt engineering or seed questions.
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Magpie is an open-source project designed for alignment data synthesis, enabling the generation of high-quality synthetic data for training large language models (LLMs). Unlike traditional methods that depend on prompt engineering or seed questions, Magpie leverages the auto-regressive nature of aligned LLMs to generate both user queries and corresponding LLM responses from scratch. This innovative approach allows for scalable data creation by prompting LLMs with their pre-query templates. The tool supports various LLM families, including Llama, Qwen, Phi, and Gemma, and offers scripts for batched SFT data generation, multi-turn conversation extension, and comprehensive dataset filtering and tagging. Magpie aims to democratize AI by making high-quality alignment data accessible and transparent.
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