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  - **Sample Inference Code:** Described conceptually in the publications ; code corresponds to variable-to-variable generation with beam search can be found at our GitHub repository: https://github.com/MSDLLCpapers/MMPTTransformer.
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  ## 7. Citation
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- - **BibTeX:**
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-
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  ```bibtex
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  @misc{pan2026retrievalaugmentedfoundationmodelsmatched,
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  title={Retrieval-Augmented Foundation Models for Matched Molecular Pair Transformations to Recapitulate Medicinal Chemistry Intuition},
 
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  - **Sample Inference Code:** Described conceptually in the publications ; code corresponds to variable-to-variable generation with beam search can be found at our GitHub repository: https://github.com/MSDLLCpapers/MMPTTransformer.
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  ## 7. Citation
 
 
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  ```bibtex
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  @misc{pan2026retrievalaugmentedfoundationmodelsmatched,
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  title={Retrieval-Augmented Foundation Models for Matched Molecular Pair Transformations to Recapitulate Medicinal Chemistry Intuition},