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README.md
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---
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license: mit
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---
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license: mit
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library_name: transformers
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pipeline_tag: fill-mask
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tags:
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- cheminformatics
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- ChemBERTa
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- masked-lm
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- roberta
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---
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# ChemBERTa-100M-MLM
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ChemBERTa model pretrained on a subset of 100M molecules from ZINC20 dataset using masked language modeling (MLM).
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## Usage
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```python
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from transformers import AutoTokenizer, AutoModelForMaskedLM
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tokenizer = AutoTokenizer.from_pretrained("DeepChem/ChemBERTa-100M-MLM")
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model = AutoModelForMaskedLM.from_pretrained("DeepChem/ChemBERTa-100M-MLM")
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