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Update README.md

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@@ -34,6 +34,8 @@ git clone https://huggingface.co/datasets/RepoFusion/Stack-Repo <local_path>
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  To load the dataset desired configuration and split:
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  ```
 
 
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  ds = datasets.load_dataset(
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  "RepoFusion/Stack-Repo",
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  name="<configuration_name>",
@@ -42,7 +44,9 @@ ds = datasets.load_dataset(
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  )
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  ```
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- NOTE: The configurations for the repo contexts `bm25_contexts`, `PP_contexts` and `randomNN_contexts` can be loaded directly by specifying the corresponding <configuration_name> in the load_dataset command listed below without cloning the repo locally. For the `sources` if not cloned beforehand or `data_dir` not specified, `ManualDownloadError` will be raised.
 
 
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  ## Data Format
 
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  To load the dataset desired configuration and split:
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  ```
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+ import datasets
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+
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  ds = datasets.load_dataset(
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  "RepoFusion/Stack-Repo",
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  name="<configuration_name>",
 
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  )
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  ```
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+ NOTE: The configurations for the repo contexts `bm25_contexts`, `PP_contexts` and `randomNN_contexts` can be loaded directly by specifying the corresponding
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+ `<configuration_name>` along with the `<split_name>` in the load_dataset command listed above without cloning the repo locally.
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+ For the `sources` if not cloned beforehand or `data_dir` not specified, `ManualDownloadError` will be raised.
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  ## Data Format