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# SentenceTransformer based on nomic-ai/nomic-embed-text-v1
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This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [nomic-ai/nomic-embed-text-v1](https://huggingface.co/nomic-ai/nomic-embed-text-v1). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
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## Model Details
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# SentenceTransformer based on nomic-ai/nomic-embed-text-v1
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This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [nomic-ai/nomic-embed-text-v1](https://huggingface.co/nomic-ai/nomic-embed-text-v1). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more. In particular, **this model is trained on various documents which descibe frameworks for building ethical AI systems.** As such it performs well on matching questions to context in RAG applications.
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## Model Details
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