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Update section title and adjust training arguments #1369

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Update section title and adjust training arguments #1369

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6 changes: 3 additions & 3 deletions chapters/en/chapter3/5.mdx
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Expand Up @@ -144,7 +144,7 @@ After the training process is complete, you can analyze the complete curves to u
>
> Learn more in the [Weights & Biases documentation](https://docs.wandb.ai/).

#### Overfitting[[overfitting]]
#### 1. Overfitting[[overfitting]]

Overfitting occurs when the model learns too much from the training data and is unable to generalize to different data (represented by the validation set).

Expand Down Expand Up @@ -260,8 +260,8 @@ from transformers import TrainingArguments

training_args = TrainingArguments(
output_dir="./results",
-learning_rate=1e-5,
+learning_rate=1e-4,
-learning_rate=1e-4,
+learning_rate=1e-5,
-per_device_train_batch_size=16,
+per_device_train_batch_size=32,
)
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