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Update README.md

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@@ -40,6 +40,7 @@ These are the parameters that we used :
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  - max_steps : 1000
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  - warmup_steps : 5
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  - weight_decay : 0.05
 
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  LORA PARAMETERS :
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  - r = 16
 
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  - max_steps : 1000
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  - warmup_steps : 5
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  - weight_decay : 0.05
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+ - learning rate scheduler : cosine
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  LORA PARAMETERS :
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  - r = 16