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Update README.md

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@@ -11,5 +11,6 @@ Learning Rate: 5e-7
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  Beta: 0.1
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  Scheduler: Cosine with Warmup and MinLR
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  Rollout Batch Size: 20000
 
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  Number of Iterations: 9
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  ```
 
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  Beta: 0.1
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  Scheduler: Cosine with Warmup and MinLR
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  Rollout Batch Size: 20000
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+ Training Batch Size: 256
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  Number of Iterations: 9
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  ```