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README.md
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This is the **ScholarBERT_10_WB** variant of the ScholarBERT model family.
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The model is pretrained on a large collection of scientific research articles (**
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Additionally, the pretraining data also includes the Wikipedia+BookCorpus, which are used to pretrain the [BERT-base](https://huggingface.co/bert-base-cased) and [BERT-large](https://huggingface.co/bert-large-cased) models.
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This is a **cased** (case-sensitive) model. The tokenizer will not convert all inputs to lower-case by default.
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# Training Dataset
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The vocab and the model are pertrained on **
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The PRD dataset is provided by Public.Resource.Org, Inc. (“Public Resource”),
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a nonprofit organization based in California. This dataset was constructed from a corpus
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This is the **ScholarBERT_10_WB** variant of the ScholarBERT model family.
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The model is pretrained on a large collection of scientific research articles (**22.1B tokens**).
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Additionally, the pretraining data also includes the Wikipedia+BookCorpus, which are used to pretrain the [BERT-base](https://huggingface.co/bert-base-cased) and [BERT-large](https://huggingface.co/bert-large-cased) models.
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This is a **cased** (case-sensitive) model. The tokenizer will not convert all inputs to lower-case by default.
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# Training Dataset
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The vocab and the model are pertrained on **10% of the PRD** scientific literature dataset and Wikipedia+BookCorpus.
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The PRD dataset is provided by Public.Resource.Org, Inc. (“Public Resource”),
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a nonprofit organization based in California. This dataset was constructed from a corpus
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