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Added a low resource Indic GPT Model. #254

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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -405,6 +405,7 @@ Benchmarks spanning multiple tasks.
- [EM-ALBERT](http://catalog.elra.info/en-us/repository/browse/ELRA-W0316/): The first ALBERT model available for Manipuri language which is trained on 1,034,715 Manipuri sentences.
- [LaBSE](https://tfhub.dev/google/LaBSE/2): Encoder models suitable for sentence retrieval tasks supporting 109 languages (including all major Indic languages) [[paper]](https://arxiv.org/abs/2007.01852).
- [LASER3](https://github.com/facebookresearch/fairseq/tree/nllb#laser3-encoder-models): Encoder models suitable for sentence retrieval tasks supporting 200 languages (including 27 Indic languges).
- [IndicPretrained-80M](https://huggingface.co/spaces/abhaskumarsinha/IndicPretrained-80M): A low resource 80M GPT Model pre-trained on texts - English, Hindi, Bengali, Odia, Telugu, Malayalam and Gujarati. It is based upon [Corpus2GPT](https://github.com/abhaskumarsinha/Corpus2GPT/) framework that lets it fine-tuned for various tasks. [Model weights](https://huggingface.co/spaces/abhaskumarsinha/IndicPretrained-80M/blob/main/GPT_saved.keras) and [tokenizers](https://huggingface.co/spaces/abhaskumarsinha/IndicPretrained-80M/blob/main/bn-en-gu-hi-ml-or-te-tokenizer%20(2).model) are open source under [Apache-2.0 license](https://huggingface.co/spaces/abhaskumarsinha/IndicPretrained-80M/blob/main/README.md).

### <a name='MultilingualWordEmbeddings'></a>Multilingual Word Embeddings

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