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peptideclm-2-mlm-base
aaronfeller/peptideclm-2-mlm-base
peptideclm-2-mlm-base is a machine learning model from aaronfeller. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model is part of the PeptideMTR suite, to be released in a forthcoming paper. It is designed for multi-target biochemical property prediction.
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At a glance
- License
- mit
- Model type
- MLM_model
- Access
- Public
- Created
- Oct 15, 2025
- Updated
- Oct 1, 2026
- SHA
- d4e8bafa
Model card
From the Hugging Face model README
PeptideMTR: MLM Variant
This model is part of the PeptideMTR suite, to be released in a forthcoming paper. It is designed for multi-target biochemical property prediction.
Overview
- Architecture: BERT-based Transformer
- Pretraining: MLM
- Input: SMILES string
All models in this suite are designed for simplicity. For inference, the model accepts a SMILES string directly.
Usage
Example scripts can be found at https://github.com/AaronFeller/PeptideMTR
Dataset
The training data and pre-computed 99 RDKit descriptors are available at PeptideMTR_training_data.
Citation
Please cite the forthcoming PeptideMTR paper for methodology and benchmark results.
- Type
- MLM_model
- License
- mit
- Created
- Oct 15, 2025
- Updated
- Oct 1, 2026