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- The following python code demonstrates the loading of the model:
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  ```python
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+ A model for mapping abstract sentence descriptions to sentences that fit the descriptions. Use ```load_finetuned_model``` to load the query and sentence encoder, and ```encode_batch()``` to encode a sentence with the model.
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  ```python
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