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admet_pgp_broccatelli
ChemFM/admet_pgp_broccatelli
admet_pgp_broccatelli is a machine learning model from ChemFM. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Model Overview: This adapter is fine-tuned on the PgpBroccatelli dataset. It uses ChemFM as the base model and is trained on SMILES representations.
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Public
Updated Oct 21, 2024
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At a glance
- Access
- Public
- Created
- Oct 21, 2024
- Updated
- Oct 21, 2024
- SHA
- 7bc7fa3d
Model card
From the Hugging Face model README
Model Card: ChemFM Adapters for Pgp_Broccatelli Prediction on ADMET Group
Model Overview:
This adapter is fine-tuned on the Pgp_Broccatelli dataset. It uses ChemFM as the base model and is trained on SMILES representations.
Task Description:
The task a classification task, and the objective is to predict P-glycoprotein (Pgp) inhibition with binary labels, indicating a drug's potential to alter bioavailability and overcome multidrug resistance.
Dataset:
The whole dataset contains 1212 samples. For more details about the dataset, visit ADMET benchmark.
How to Use:
For more details on how to use this model, visit ChemFM GitHub.
- Created
- Oct 21, 2024
- Updated
- Oct 21, 2024