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Update README.md

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@@ -19,6 +19,7 @@ lora_dropout=0.05
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  learning_rate = 2e-4
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  lr_scheduler = "cosine"
 
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  max_seq_length = 2048
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  ```
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  learning_rate = 2e-4
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  lr_scheduler = "cosine"
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+ optimizer = "paged_adamw_32bit"
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  max_seq_length = 2048
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  ```
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