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Update README.md

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@@ -29,7 +29,7 @@ import requests
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  import torch
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  from auto_round import AutoRoundConfig
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- model_id = "OPEA/gemma-3-12b-it-int4-AutoRound-cpu"
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  quantization_config = AutoRoundConfig() # backend="cpu"
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  model = Gemma3ForConditionalGeneration.from_pretrained(
@@ -74,8 +74,7 @@ The image is a close-up shot of a vibrant garden scene, focusing on a pink cosmo
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  **Main Elements:**
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- * **Cosmos Flower:** The central focus is a large, pink cosmos flower with broad petals. It's in full bloom and appears healthy.
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- * **Bumblebee:**"""
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  ~~~
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  import torch
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  from auto_round import AutoRoundConfig
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+ model_id = "OPEA/gemma-3-12b-it-int4-AutoRound"
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  quantization_config = AutoRoundConfig() # backend="cpu"
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  model = Gemma3ForConditionalGeneration.from_pretrained(
 
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  **Main Elements:**
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+ * **Cosmos Flower:** The primary focus is a large, pink cosmos flower. It has broad, slightly ruffled petals in a soft pink hue. The center of the flower is a bright"""
 
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  ~~~
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