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[Refactor] Describe local dataset usage in docs #956

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10 changes: 10 additions & 0 deletions docs/new_task_guide.md
Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,16 @@ dataset_name: ... # the dataset configuration to use. Leave `null` if your datas
dataset_kwargs: null # any extra keyword arguments that should be passed to the dataset constructor, e.g. `data_dir`.
```

------------------------------
**Tip:** To load a local dataset for evaluation, you can specify data files in the `dataset_kwargs` field, such as the following for JSON files:
```
dataset_path: json
dataset_name: null
dataset_kwargs:
data_files: /path/to/my/json
```
-------------------------------

Next, we'd like to tell our task what the dataset's train, validation, and test splits are named, if they exist:

```yaml
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