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[](https://huggingface.co/fineinstructions)
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Given a *document*, this retrieval embedding model helps retrieve *instruction templates* from [FineTemplates](https://huggingface.co/datasets/fineinstructions/finetemplates) relevant to various chunks / sections of a document or an entire document.
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**Note:** This retrieval embedding is symmetric, so it can also be used to retrieve relevant documents to a [`compatible_document_description` of an instruction template](https://huggingface.co/datasets/fineinstructions/finetemplates).
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[](https://huggingface.co/fineinstructions)
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**✨ Note:** For all FineInstructions resources please visit: https://huggingface.co/fineinstructions
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Given a *document*, this retrieval embedding model helps retrieve *instruction templates* from [FineTemplates](https://huggingface.co/datasets/fineinstructions/finetemplates) relevant to various chunks / sections of a document or an entire document.
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**Note:** This retrieval embedding is symmetric, so it can also be used to retrieve relevant documents to a [`compatible_document_description` of an instruction template](https://huggingface.co/datasets/fineinstructions/finetemplates).
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