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README.md
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# Scent-to-Molecule ControlNet
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A ControlNet model that generates molecular SMILES from scent descriptions.
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## Model Info
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- Training epochs: 20
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- Best validation loss: 0.030441686697304248
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- Model size: 2.9 MB
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## Usage
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```python
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from huggingface_hub import hf_hub_download
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import torch
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# Download model
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model_path = hf_hub_download("munchers/scent-to-molecule", "best_control.pt")
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checkpoint = torch.load(model_path, map_location='cpu')
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```
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## Examples
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- "sweet vanilla scent" → Vanillin
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- "bitter coffee alkaloid" → Caffeine
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- "minty cooling fresh" → Menthol
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