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  # thehosy/roberta-base-qa-vietnamese
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- This is a encoder model: It can encodes sentences or paragraphs (maximum 768 tokens) to dense vectors with 760 dimensions. It used for QA semantic search.
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  Datasets:
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  - MS Macro (translated into Vietnamese)
@@ -30,7 +30,7 @@ Roberta-base architecture is used as backbone (Training from scratch).
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  Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:
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  ```
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- pip install -U sentence-transformers
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  ```
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  Then you can use the model like this:
 
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  # thehosy/roberta-base-qa-vietnamese
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+ This is a encoder model: It can encodes sentences or paragraphs (maximum 768 tokens) to dense vectors with 768 dimensions. It used for QA semantic search.
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  Datasets:
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  - MS Macro (translated into Vietnamese)
 
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  Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:
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  ```
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+ pip install -q sentence-transformers
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  ```
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  Then you can use the model like this: