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README.md
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- [Usage](#usage)
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- [Deployment Requirements](#deployment-requirements)
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- [Limitations](#limitations)
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- [License](
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- [Resources](#resources)
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## Overview
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## Model Variants
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| **Multilingual** (recommended) | `v0.4.1-intl` | [Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) | ~396 MB | ~50–160 ms | <500 MB |
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| **English-only** (deprecated) | `v1.2.2-en` | [Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) | ~200 MB | ~10 ms | <200 MB |
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Both variants are distributed as INT8 quantized ONNX models (`model_q8.onnx`) optimized for CPU inference.
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> **⚠️ The English-only model (`EnglishModel`) is deprecated.** Use the **multilingual model (`MultilingualModel`)** for all new projects, including English-only applications. The multilingual model provides better accuracy across all languages — including English — thanks to knowledge distillation from a larger teacher model and an expanded training dataset. The English-only variant will not receive further updates.
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- [Usage](#usage)
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- [Deployment Requirements](#deployment-requirements)
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- [Limitations](#limitations)
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- [License](LICENSE)
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- [Resources](#resources)
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## Overview
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## Model Variants
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**Multilingual** (recommended) and **English-only** (deprecated) are distributed as INT8 quantized ONNX models (`model_q8.onnx`) optimized for CPU inference.
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> **⚠️ The English-only model (`EnglishModel`) is deprecated.** Use the **multilingual model (`MultilingualModel`)** for all new projects, including English-only applications. The multilingual model provides better accuracy across all languages — including English — thanks to knowledge distillation from a larger teacher model and an expanded training dataset. The English-only variant will not receive further updates.
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