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Remove repeating paragraph in Unit2-2 #267

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Remove repeating paragraph in Unit2-2 #267

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2 changes: 0 additions & 2 deletions units/en/unit2/2.md
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Expand Up @@ -109,8 +109,6 @@ trainer.train()

DPO requires a [preference dataset](https://huggingface.co/docs/trl/en/dataset_formats#preference). The `DPOTrainer` supports both [conversational](https://huggingface.co/docs/trl/en/dataset_formats#conversational) and [standard](https://huggingface.co/docs/trl/en/dataset_formats#standard) dataset formats. When provided with a conversational dataset, the trainer will automatically apply the chat template to the dataset.

Although the `DPOTrainer` supports both explicit and implicit prompts, we recommend using explicit prompts. If provided with an implicit prompt dataset, the trainer will automatically extract the prompt from the `"chosen"` and `"rejected"` columns. For more information, refer to the [preference style](dataset_formats#preference) section.

Although the `DPOTrainer` supports both explicit and implicit prompts, we recommend using explicit prompts. If provided with an implicit prompt dataset, the trainer will automatically extract the prompt from the `"chosen"` and `"rejected"` columns. For more information, refer to the [preference style](https://huggingface.co/docs/trl/en/dataset_formats#preference) section.

| Parameter | Description | Recommendations |
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