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Buchwald-Hartwig-Yield-prediction
Parsa/Buchwald-Hartwig-Yield-prediction
Buchwald-Hartwig-Yield-prediction is a text classification model from Parsa. Use it when you need a label for a piece of text. It is set up for transformers.
Buchwald-Hartwig-Yield-prediction is a finetuned model based on 'DeepChem/ChemBERTa-77M-MLM' for yield prediction. For training and testing the model, 'https://tdcommons.ai/singlepredtasks/yields' data was used with 7…
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From the Hugging Face model README
Buchwald-Hartwig-Yield-prediction is a finetuned model based on 'DeepChem/ChemBERTa-77M-MLM' for yield prediction. For training and testing the model, 'https://tdcommons.ai/single_pred_tasks/yields' data was used with 70/30 random splitting for the train and test dataset. the R2 score is equal to 97.2879% and val_loss is equal to 0.0020. for using it, your input should look like the following: 'reactant smiles''>>''product' with no spaces. For using it, do not use the Hosted inference API. instead, download it yourself or use the colab link below.
Github repo: https://github.com/mephisto121/Buchwald-Hartwig-Yield-prediction
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Apr 22, 2022
- Updated
- Aug 18, 2023