README.md in blingfire-0.1.4 vs README.md in blingfire-0.1.5

- old
+ new

@@ -44,21 +44,19 @@ sentences, start_offsets, end_offsets = model.text_to_sentences_with_offsets(text) ``` ## Pre-trained Models -BlingFire comes with a default model that follows the tokenization logic of NLTK with a few changes. You can also download other models: +Bling Fire comes with a default model that follows the tokenization logic of NLTK with a few changes. You can also download other models: -- [BERT Base](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_base_tok.bin) -- [BERT Base Cased](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_base_cased_tok.bin) -- [BERT Chinese](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_chinese.bin) -- [BERT Multilingual Cased](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_multi_cased.bin) -- [Laser 100k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/laser100k.bin) -- [Laser 250k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/laser250k.bin) -- [Laser 500k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/laser500k.bin) -- [XLM Roberta](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/xlm_roberta_base.bin) -- [XLNet](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/xlnet.bin) -- [XLNet No Norm](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/xlnet_nonorm.bin) +- [BERT Base](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_base_tok.bin), [BERT Base Cased](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_base_cased_tok.bin), [BERT Chinese](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_chinese.bin), [BERT Multilingual Cased](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/bert_multi_cased.bin) +- [GPT-2](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/gpt2.bin) +- [Laser 100k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/laser100k.bin), [Laser 250k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/laser250k.bin), [Laser 500k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/laser500k.bin) +- [RoBERTa](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/roberta.bin) +- [Syllab](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/syllab.bin) +- [URI 100k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/uri100k.bin), [URI 250k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/uri250k.bin), [URI 500k](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/uri500k.bin) +- [XLM-RoBERTa](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/xlm_roberta_base.bin) +- [XLNet](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/xlnet.bin), [XLNet No Norm](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/xlnet_nonorm.bin) - [WBD](https://github.com/microsoft/BlingFire/blob/master/dist-pypi/blingfire/wbd_chuni.bin) Load a model ```ruby