| # 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 | |