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  # PreFLMR model card
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  ### Model Description
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- - **Model type:** PreFLMR is an open-source model for multimodal knowledge retrieval. It is a transformer-based model that uses a combination of text and image inputs to retrieve relevant documents from a large corpus.
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  - **Language(s) (NLP):** English
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  - **License:** MIT License
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  ### Direct Use
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- This model can be used directly to retrieve documents from a large corpus using a combination of text and image input queries. The retrieval useage can be found in the [official implementation](https://github.com/LinWeizheDragon/FLMR).
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  ### Downstream Use
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  # PreFLMR model card
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+ PreFLMR is an open-source model for multimodal knowledge retrieval. It is a transformer-based model that uses a combination of text and image inputs to retrieve relevant documents from a large corpus.
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+ ## Model Details
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  ### Model Description
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+ - **Model type:** FLMRModelForRetrieval
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  - **Language(s) (NLP):** English
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  - **License:** MIT License
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  ### Direct Use
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+ This model can be used directly to retrieve documents from a large corpus using a combination of text and image input queries. The retrieval usage can be found in the [official implementation](https://github.com/LinWeizheDragon/FLMR).
 
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  ### Downstream Use
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