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Update README.md

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Makes doc a little more maintainable.

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  1. README.md +2 -7
README.md CHANGED
@@ -49,7 +49,7 @@ An open-weights language model for contextually-aware end-of-utterance (EOU) det
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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
@@ -62,12 +62,7 @@ The model is particularly effective in scenarios involving structured data input
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  ## Model Variants
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- | Variant | Revision | Base Model | Size on Disk | Inference Latency | RAM |
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- |---|---|---|---|---|---|
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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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-
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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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