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  # Halong Embedding
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  Halong Embedding is a Vietnamese text embedding focused on RAG and production efficiency:
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- 📚 Trained on a in house dataset consist of approximately 100,000 examples of question and related documents
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- 🪆 Trained with a Matryoshka loss, allowing you to truncate embeddings with minimal performance loss: smaller embeddings are faster to compare.
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  This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [intfloat/multilingual-e5-base](https://huggingface.co/intfloat/multilingual-e5-base). 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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  # Halong Embedding
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  Halong Embedding is a Vietnamese text embedding focused on RAG and production efficiency:
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+ - 📚 Trained on a in house dataset consist of approximately 100,000 examples of question and related documents
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+ - 🪆 Trained with a Matryoshka loss, allowing you to truncate embeddings with minimal performance loss: smaller embeddings are faster to compare.
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  This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [intfloat/multilingual-e5-base](https://huggingface.co/intfloat/multilingual-e5-base). 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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