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README.md

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-This repository provides a collection of language adapters, each tailored to enable efficient multilingual processing and fine-tuning across a range of languages. Each adapter corresponds to a unique language and is structured for integration with the base model "OneM-enX," facilitating smooth switching between languages while preserving model efficiency and performance.
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 ## Model Overview
-Each folder in the repository corresponds to a distinct language adapter in the form OneM-enX-X-mean_eng..., where X denotes the target language. This naming convention allows users to quickly identify the adapter suitable for their specific language requirements. The adapters are compatible with multilingual tasks such as translation, cross-lingual classification, and text generation.
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+This repository provides a collection of language adapters, each tailored to enable efficient multilingual processing and fine-tuning across a range of languages. Each adapter corresponds to a unique language and is structured for integration with the base model "OneM-enX," facilitating smooth switching between languages while preserving model efficiency and performance.
+Each folder in the repository corresponds to a distinct language adapter in the form OneM-enX-X-mean_eng..., where X denotes the target language. 
 
 ## How to Use
-Users can download individual adapters from the files section. By loading the adapter corresponding to the desired language, users can harness optimized multilingual processing without needing extensive fine-tuning or retraining of the entire model.
+Users can download individual adapters from the files section.
 
 ## Available Languages
 This repository currently includes language adapters for a variety of languages. Please refer to the file names in the repository to locate the adapter for your target language.