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@@ -14,7 +14,7 @@ To acquire the pre-trained model only, see the [UWB-AIR/MQDD-pretrained](https:/
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  We release a fine-tuned version of our MQDD model for duplicate detection task. The model's architecture follows the architecture of a two-tower model as depicted in the figure below:
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- <img src="architecture.png" width="700">
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  A self-standing encoder without a duplicate detection head can be loaded using the following source code snippet. Such a model can be used for building search systems based, for example, on [Faiss](https://github.com/facebookresearch/faiss) library.
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  We release a fine-tuned version of our MQDD model for duplicate detection task. The model's architecture follows the architecture of a two-tower model as depicted in the figure below:
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+ <img src="https://raw.githubusercontent.com/kiv-air/MQDD/master/img/architecture.png" width="700">
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  A self-standing encoder without a duplicate detection head can be loaded using the following source code snippet. Such a model can be used for building search systems based, for example, on [Faiss](https://github.com/facebookresearch/faiss) library.
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