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# dv-wave
This is a second attempt at a Dhivehi language model trained with
Google Research's [ELECTRA](https://github.com/google-research/electra).
Tokenization and training CoLab: https://colab.research.google.com/drive/1ZJ3tU9MwyWj6UtQ-8G7QJKTn-hG1uQ9v?usp=sharing
V1: similar performance to mBERT after 3 epochs
V2: fixed tokenizers do_lower_case=False and strip_accents=False to preserve vowel signs of Dhivehi
## Corpus
Trained on @Sofwath's 307MB corpus of Dhivehi news: https://github.com/Sofwath/DhivehiDatasets
[OSCAR](https://oscar-corpus.com/) was considered; as of this writing their web crawl has 126MB
of Dhivehi text (79MB deduped).
## Vocabulary
Included as vocab.txt in the upload - vocab_size is 29874
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