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README.md
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---
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language:
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- sv
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---
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# 🤗 BERT Swedish
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This BERT model was trained using the 🤗 transformers library.
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The size of the model is a regular BERT-base with 110M parameters.
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The model was trained on about 70GB of data, consisting mostly of OSCAR (25GB) and Swedish newspaper text curated by the National Library of Sweden.
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To avoid excessive padding documents shorter than 512 tokens were concatenated into one large sequence of 512 tokens, and larger documents were split into multiple 512 token sequences, following https://github.com/huggingface/transformers/blob/master/examples/pytorch/language-modeling/run_mlm.py
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Training was done for a bit more than 8 epochs with a batch size of 2048, resulting in a little less than 125k training steps.
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