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README.md

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-X-ALMA builds upon [ALMA-R](https://arxiv.org/pdf/2401.08417) by expanding support from 6 to 50 languages. It utilizes a plug-and-play architecture with language-specific modules, complemented by a carefully designed training recipe. This release includes the **language-specific X-ALMA LoRA module and a merged model that supports the languages in Group 7: Gujarati (gu), Hindi (hi), Marathi (mr), Nepali (ne), and Urdu (ur)**.
+X-ALMA builds upon [ALMA-R](https://arxiv.org/pdf/2401.08417) by expanding support from 6 to 50 languages. It utilizes a plug-and-play architecture with language-specific modules, complemented by a carefully designed training recipe. This release includes the **language-specific X-ALMA LoRA module and a merged model that supports the languages in Group 7: English (en), Gujarati (gu), Hindi (hi), Marathi (mr), Nepali (ne), and Urdu (ur)**.
 
 Model X-ALMA checkpoints are released at huggingface:
 | Models | Base Model Link | Description |