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Update README.md

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@@ -24,4 +24,5 @@ Specifically, the objective is to predict the reaction class label, and the inpu
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  - num_epochs = 5 (but early stopped at epoch 4)
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  - learning_rate = 5e-4
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  - warmup_steps = 64
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- - weight_decay = 0.01
 
 
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  - num_epochs = 5 (but early stopped at epoch 4)
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  - learning_rate = 5e-4
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  - warmup_steps = 64
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+ - weight_decay = 0.01
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+ - lr_scheduler_type = "cosine"