| cff-version: 1.2.0 | |
| title: "Language Decoded: Investigating Language-Dependent vs. Structure-Dependent Reasoning Benefits of Code" | |
| message: "If you use this work, please cite it using the metadata from this file." | |
| type: software | |
| authors: | |
| - affiliation: Legesher | |
| email: madi@legesher.com | |
| family-names: Edgar | |
| given-names: Madison | |
| - affiliation: Grayhat | |
| email: bazaz@grayhat.studio | |
| family-names: Bazaz | |
| given-names: Saad Ahmed | |
| - affiliation: Cohere | |
| email: tomsherborne@cohere.com | |
| family-names: Sherborne | |
| given-names: Tom | |
| - affiliation: Independent | |
| email: rashikshahjahan@protonmail.com | |
| family-names: Shahjahan | |
| given-names: Rashik | |
| - affiliation: The Friedman Brain Institute | |
| email: khojasteh.mirza@mssm.edu | |
| family-names: Mirza | |
| given-names: Khojasteh | |
| - affiliation: Grayhat | |
| email: sarah.jawaid@grayhat.studio | |
| family-names: Jawaid | |
| given-names: Sarah | |
| - affiliation: Tkxel | |
| email: rafaym30@gmail.com | |
| family-names: Mustafa | |
| given-names: Rafay | |
| - affiliation: Grayhat | |
| email: sohaib.bazaz@grayhat.studio | |
| family-names: Bazaz | |
| given-names: Sohaib Ahmed | |
| repository: "https://huggingface.co/legesher" | |
| url: "https://huggingface.co/legesher/language-decoded-lora" | |
| license: Apache-2.0 | |
| date-released: "2026-03-12" | |
| keywords: | |
| - multilingual | |
| - code | |
| - transpilation | |
| - language-models | |
| - tiny-aya-expedition | |
| - legesher | |
| - tiny-aya | |
| references: | |
| - type: article | |
| title: "To Code, or Not To Code? Exploring Impact of Code in Pre-training" | |
| authors: | |
| - family-names: Aryabumi | |
| given-names: Viraat | |
| - name: "et al." | |
| year: 2024 | |
| identifiers: | |
| - type: other | |
| value: "arXiv:2408.10914" | |