Update README.md

README.md

@@ -40,4 +40,35 @@ configs:
     path: data/test-*
 tags: []
 ---
+# Arabic aya dataset
+This dataset is the arabic partition of the Cohere aya dataset using this simple code:
 
+```python
+# Helper Function.
+def drop_keys(x,):
+    keys = ["language_code", "user_id"]
+    for key in keys:
+        x.pop(key)
+    return x
+
+# Train split.
+aya_train = datasets.load_dataset("CohereForAI/aya_dataset", split="train")
+arb_train = aya_train.filter(lambda x: x["language_code"] == "arb")
+arb_train = arb_train.map(drop_keys)
+
+# Test split.
+aya_test = datasets.load_dataset("CohereForAI/aya_dataset", split="test")
+arb_test = aya_test.filter(lambda x: x["language_code"] == "arb")
+arb_test = arb_test.map(drop_keys)
+
+# create dataset dictionary.
+arabic_aya = datasets.DatasetDict({
+    "train":arb_train,
+    "test":arb_test
+})
+
+# Upload to hf hub.
+arabic_aya.push_to_hub("abuelnasr/cohere_aya_arabic")
+```
+
+for more information visi the original data repo: [CohereForAI/aya_dataset](https://huggingface.co/datasets/CohereForAI/aya_dataset).