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URL: https://huggingface.co/nthakur

⇱ nthakur (Nandan Thakur)


Nandan Thakur

nthakur
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AI & ML interests

NLP, IR, QA

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Posts 2

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Last year, I curated & generated a few multilingual SFT and DPO datasets by translating English SFT/DPO datasets into 9-10 languages using the mistralai/Mistral-7B-Instruct-v0.2 model.

I hope it helps the community for pretraining/instruction tuning multilingual LLMs! I added a small diagram to briefly describe which datasets are added and their sources.

Happy to collaborate in either using these datasets for instruction FT, or wishes to extend translated versions of newer SFT/DPO english datasets!

nthakur/multilingual-sft-and-dpo-datasets-67eaf56fe3feca5a57cf7d74
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🦒 The SWIM-IR dataset contains 29 million text-retrieval training pairs across 27 diverse languages. It is one of the largest synthetic multilingual datasets generated using PaLM 2 on Wikipedia! πŸ”₯πŸ”₯

SWIM-IR dataset contains three subsets :
- Cross-lingual:nthakur/swim-ir-cross-lingual
- Monolingual: nthakur/swim-ir-monolingual
- Indic Cross-lingual: nthakur/indic-swim-ir-cross-lingual

Check it out:
https://huggingface.co/collections/nthakur/swim-ir-dataset-662ddaecfc20896bf14dd9b7