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README.md

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-# megatron.bert-base.bpe-64k-no_pretok.25k-steps 
+# megatron.bert-base.bpe-32k-no_pretok.25k-steps
 
 This BERT model was trained using the NeMo library.
-The size of the model is a regular bert-base.
+The size of the model is a regular bert-large.
 The model was trained on more than 245GB of data, consisting mostly of web-data and Swedish newspaper text curated by the National Library of Sweden.
 
 Training was done for 25k training steps using a batch size of 8k.
 
 The model has multiple sibling models trained on the same dataset using different tokenizers or more/less parameters:
-
 - [megatron.bert-base.bpe-32k-no_pretok.25k-steps](https://huggingface.co/KBLab/megatron.bert-base.bpe-32k-no_pretok.25k-steps)
 - [megatron.bert-base.bpe-64k-no_pretok.25k-steps](https://huggingface.co/KBLab/megatron.bert-base.bpe-64k-no_pretok.25k-steps)
 - [megatron.bert-base.spe-bpe-32k-no_pretok.25k-steps](https://huggingface.co/KBLab/megatron.bert-base.spe-bpe-32k-no_pretok.25k-steps)