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Update README.md

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@@ -206,7 +206,9 @@ outputs = model.generate(inputs, streamer=streamer, max_new_tokens=300)
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  ```python
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  from transformers import AutoTokenizer, TextStreamer
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  from intel_extension_for_transformers.transformers import AutoModelForCausalLM, WeightOnlyQuantConfig
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- model_name = "Intel/neural-chat-7b-v3"
 
 
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  config = WeightOnlyQuantConfig(compute_dtype="bf16", weight_dtype="int4")
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  prompt = "Once upon a time, there was a horse in the forest,"
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  ```python
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  from transformers import AutoTokenizer, TextStreamer
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  from intel_extension_for_transformers.transformers import AutoModelForCausalLM, WeightOnlyQuantConfig
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+ model_name = "Intel/neural-chat-7b-v3"
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+
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+ # for int8, should set weight_dtype="int8"
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  config = WeightOnlyQuantConfig(compute_dtype="bf16", weight_dtype="int4")
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  prompt = "Once upon a time, there was a horse in the forest,"
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