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  # SentenceTransformer based on sentence-transformers/paraphrase-multilingual-mpnet-base-v2
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- This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [sentence-transformers/paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2). It maps sentences & paragraphs to a 1024-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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  - **Maximum Sequence Length:** 64 tokens
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  - **Output Dimensionality:** 1024 dimensions
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  - **Similarity Function:** Cosine Similarity
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- <!-- - **Training Dataset:** Unknown -->
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- <!-- - **Language:** Unknown -->
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- <!-- - **License:** Unknown -->
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  ### Model Sources
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  # SentenceTransformer based on sentence-transformers/paraphrase-multilingual-mpnet-base-v2
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+ This is a [sentence-transformers](https://www.SBERT.net) model specifically trained for job title matching and similarity. It's finetuned from [sentence-transformers/paraphrase-multilingual-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2) on a large dataset of job titles and their associated skills/requirements across multiple languages. The model maps English, Spanish, German and Chinese job titles and descriptions to a 1024-dimensional dense vector space and can be used for semantic job title matching, job similarity search, and related HR/recruitment tasks.
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  ## Model Details
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  - **Maximum Sequence Length:** 64 tokens
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  - **Output Dimensionality:** 1024 dimensions
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  - **Similarity Function:** Cosine Similarity
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+ - **Training Dataset:** 4 x 5.2M high-quality job title - skills pairs in English, Spanish, German and Chinese
 
 
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  ### Model Sources
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