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@@ -21,10 +21,10 @@ model = MemoryLLM.from_pretrained("YuWangX/memoryllm-8b-chat")
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  tokenizer = AutoTokenizer.from_pretrained("YuWangX/memoryllm-8b-chat")
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  ```
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- ```python
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-
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  ### How to use the model
 
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  Inject a piece of context into the model using the following script:
 
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  ```python
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  model = model.cuda()
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  tokenizer = AutoTokenizer.from_pretrained("YuWangX/memoryllm-8b-chat")
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  ```
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  ### How to use the model
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+
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  Inject a piece of context into the model using the following script:
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+
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  ```python
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  model = model.cuda()
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