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Update README.md

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- -name: Qwen2-0.5B-Instruct-awq
 
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  base_model: Qwen/Qwen2-0.5B-Instruct
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- Quantized version of Qwen2 model
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  Inference
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  ```python
 
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+ Qwen2-0.5B-Instruct-awq
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+
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  base_model: Qwen/Qwen2-0.5B-Instruct
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+ thumbnail: Quantized version of Qwen2 model
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  Inference
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  ```python