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@@ -7,22 +7,23 @@ pipeline_tag: text-generation
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  **Llama3.2-Typhoon2-3B-instruct** is a instruct Thai 🇹🇭 large language model with 3 billion parameters, and it is based on Llama3.2-3B.
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- Here’s the table with the **highest value in each column highlighted** in **bold**:
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- | Model | IFEval - TH | IFEval - EN | MT-Bench TH | MT-Bench EN | Thai Code-Switching (t=0.7) | Thai Code-Switching (t=1.0) | FunctionCall-TH | FunctionCall-EN |
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- |----------------------------------------|-------------|-------------|-------------|-------------|-----------------------------|-----------------------------|----------------|----------------|
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- | **Typhoon2 Llama3.2 3B Instruct** | **68.36%** | 72.18% | **5.3352** | 7.206 | **99.2%** | **96%** | **71.36%** | **75.90%** |
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- | **Qwen2.5 3B Instruct** | 58.86% | 67.25% | 4.6263 | **7.846** | 78.6% | 38% | 53.78% | 62.55% |
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- | **Llama3.2 3B Instruct** | 44.84% | **71.98%** | 4.3241 | 7.725 | 93.8% | 21.2% | 35.43% | 53.87% |
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- ### Key:
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- - The highest value in each column is highlighted in **bold**.
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- Let me know if you need further formatting or more analysis! 🚀
 
 
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- # TODO add image - general / domain specific / long context
 
 
 
 
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  For release post, please see our [blog](...).
 
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  **Llama3.2-Typhoon2-3B-instruct** is a instruct Thai 🇹🇭 large language model with 3 billion parameters, and it is based on Llama3.2-3B.
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+ ## Performance
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+ **Instruction-Following & Function Call Performance**
 
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+ <div align="center">
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+ <img src="https://storage.googleapis.com/typhoon-public/assets/typhoon2-text/llama3b_general.png" alt="Typhoon General Performance" width="100%" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
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+ </div>
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+ **Detail Performance**
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+ | Model | IFEval - TH | IFEval - EN | MT-Bench TH | MT-Bench EN | Thai Code-Switching (t=0.7) | Thai Code-Switching (t=1.0) | FunctionCall-TH | FunctionCall-EN |
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+ |----------------------------------------|-------------|-------------|-------------|-------------|-----------------------------|-----------------------------|----------------|----------------|
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+ | **Typhoon2 Llama3.2 3B Instruct** | **68.36%** | 72.18% | **5.3352** | 7.206 | **99.2%** | **96%** | **71.36%** | **75.90%** |
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+ | **Qwen2.5 3B Instruct** | 58.86% | 67.25% | 4.6263 | **7.846** | 78.6% | 38% | 53.78% | 62.55% |
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+ | **Llama3.2 3B Instruct** | 44.84% | **71.98%** | 4.3241 | 7.725 | 93.8% | 21.2% | 35.43% | 53.87% |
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  For release post, please see our [blog](...).