Update README.md

README.md

@@ -254,13 +254,28 @@ print(next(iter(dataset['train'])))
 To download the dataset for offline use:
 
 ```python
+import os
+from datasets import load_dataset
 from huggingface_hub import snapshot_download
 
-local_dir = snapshot_download(
+local_dir = "./symile-m3-5-xs" # where to save
+
+# download parquet files
+snapshot_download(
     repo_id="arsaporta/symile-m3",
     repo_type="dataset",
-    local_dir="./symile_data",   # where to save
-    subfolder="symile-m3-5-xs",  # which configuration to download
+    local_dir=local_dir,
+    allow_patterns=["symile-m3-5-xs/*"]  # which configuration to download
+)
+
+# load the downloaded parquet files
+dataset = load_dataset(
+    "parquet",
+    data_files={
+        "train": os.path.join(data_dir, "train-*.parquet"),
+        "validation": os.path.join(data_dir, "val-*.parquet"),
+        "test": os.path.join(data_dir, "test-*.parquet")
+    }
 )
 ```