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README.md

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 # EraX-VL-2B-V1.5
 ## Introduction 🎉
 
-Hot on the heels of the popular EraX-VL-7B-V1.0, we proudly present EraX-VL-2B-V1.5. This enhanced multimodal model offers robust OCR and VQA capabilities across diverse languages 🌍, with a significant advantage in processing Vietnamese.
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-After the warmly welcomed of **<a href="https://huggingface.co/erax-ai/EraX-VL-7B-V1.0" target="_blank">EraX-VL-7B-V1.0 model</a>**, we are excited to introduce **EraX-VL-2B-V1.5**, a robust multimodal model for **OCR (optical character recognition)** and **VQA (visual question-answering)** that excels in various languages 🌍, with a particular focus on **Vietnamese 🇻🇳**. The `EraX-VL-2B` model stands out for its precise recognition capabilities across a range of documents 📝, including medical forms 🩺, invoices 🧾, bills of sale 💳, quotes 📄, and medical records 💊. This functionality is expected to be highly beneficial for hospitals 🏥, clinics 💉, insurance companies 🛡️, and other similar applications 📋. Built on the solid foundation of the [Qwen/Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct)[1], which we found to be of high quality and fluent in Vietnamese, `EraX-VL-2B` has been fine-tuned to enhance its performance. We plan to continue improving and releasing new versions for free, along with sharing performance benchmarks in the near future.
+Hot on the heels of the popular **<a href="https://huggingface.co/erax-ai/EraX-VL-7B-V1.0" target="_blank">EraX-VL-7B-V1.0 model</a>**, we proudly present **EraX-VL-2B-V1.5**. This enhanced multimodal model offers robust **OCR and VQA** capabilities across diverse languages 🌍, with a significant advantage in processing **Vietnamese 🇻🇳**. The `EraX-VL-2B` model stands out for its precise recognition capabilities across a range of documents 📝, including medical forms 🩺, invoices 🧾, bills of sale 💳, quotes 📄, and medical records 💊. This functionality is expected to be highly beneficial for hospitals 🏥, clinics 💉, insurance companies 🛡️, and other similar applications 📋. Built on the solid foundation of the [Qwen/Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct)[1], which we found to be of high quality and fluent in Vietnamese, `EraX-VL-2B` has been fine-tuned to enhance its performance. We plan to continue improving and releasing new versions for free, along with sharing performance benchmarks in the near future.
 
 One standing-out feature of **EraX-VL-2B-V1.5** is the capability to do multi-turn Q&A with reasonable reasoning capability at its small size of only +2 billions parameters.