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# Graphormer Redox Predictors
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**Last updated:**
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## Model summary
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| Developer | Microsoft Corporation |
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| Description | Two non-generative molecular property regression models that estimate one-electron reduction or oxidation potential, in volts versus the standard hydrogen electrode, from a molecule represented as SMILES. |
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| Model architecture |
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| Parameters | 1-500M |
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| Inputs | SMILES molecular strings; up to 128 non-hydrogen atoms per molecule. |
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| Outputs | A scalar reduction or oxidation potential per valid molecule. |
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# Graphormer Redox Predictors
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**Last updated:** 10-NOV-2026
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## Model summary
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| --- | --- |
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| Developer | Microsoft Corporation |
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| Description | Two non-generative molecular property regression models that estimate one-electron reduction or oxidation potential, in volts versus the standard hydrogen electrode, from a molecule represented as SMILES. |
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| Model architecture | Twelve-layer Graphormer encoder (`graphormer_base`) with 768-dimensional embedding, 32 attention heads, and a scalar regression head. |
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| Parameters | 1-500M |
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| Inputs | SMILES molecular strings; up to 128 non-hydrogen atoms per molecule. |
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| Outputs | A scalar reduction or oxidation potential per valid molecule. |
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