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Home/Models/AI4Bharat - Romansetu-100M -Multilingual LLM for Indian Languages using Native script
ownerNikhil Narasimhan
organizationAI4Bharat
ORGANISATION

AI4Bharat - Romansetu-100M -Multilingual LLM for Indian Languages using Native script

RomanSetu is Efficiently unlocking multilingual (Indian Langauages) capabilities of Large Language Models via Native Scripts.

About Model

RomanSetu presents an approach that involves the continual pretraining of an English LLM, such as Llama 2, on romanized text of non-English, non-Roman script languages, followed by instruction tuning on romanized data. For continual pretraining, approximately 100 million words per language were collected and transliterated using IndicXlit with native datasets.

AI4Bharat - Romansetu-100M -Multilingual LLM for Indian Languages using Native script

Metadata Metadata

Llama 2 Community License Agreement

Jaavid Aktar Husain, Raj Dabre, Aswanth Kumar, Jay Gala, Thanmay Jayakumar, Ratish Puduppully, Anoop Kunchukuttan

Multilingual Model

N.A.

Open

AI4Bharat

Sector Agnostic

02/05/25 11:01:00

Nikhil Narasimhan

0

Activity Overview Activity Overview

  • Downloads0
  • Redirect 1
  • File Size 0
  • Views 140

Tags Tags

  • Multilingual
  • LLaMA2
  • Llama
  • Instruction-Tuning

License Control License Control

Llama 2 Community License Agreement

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