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Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3149106914

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English

About this item

Full title

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-12

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Large Language Models (LLMs) excel in linguistic tasks but struggle with mathematical reasoning, particularly in non English languages like Hindi. This research aims to enhance the mathematical reasoning skills of smaller, resource efficient open-source LLMs in both Hindi and English. We evaluate models like OpenHathi 7B, LLaMA-2 7B, WizardMath 7B,...

Alternative Titles

Full title

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_3149106914

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3149106914

Other Identifiers

E-ISSN

2331-8422

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