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Update README.md

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@@ -111,7 +111,7 @@ python3 main.py \
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  --iter 1000 \
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  --disable_eval \
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  --model_dtype "float16" \
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- --deployment_device 'autoround' \
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  --output_dir "./tmp_autoround"
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  ```
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  --iter 1000 \
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  --disable_eval \
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  --model_dtype "float16" \
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+ --deployment_device 'auto_round' \
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  --output_dir "./tmp_autoround"
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  ```
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