Update README.md

README.md

@@ -35,3 +35,20 @@ configs:
   - split: train
     path: data/train-*
 ---
+## Small Arabic FineWeb2 Sample Dataset  
+A small extract (2.3 million rows compared to 58 million in the original: 
+FineWeb2 [arb_Arab subset](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2/viewer/arb_Arab)). 
+First, I filtered for items with 95% or more Arabic (language_score is not reliable), 
+then I randomly sampled the 2.3M from the result. 
+See [this post](https://www.linkedin.com/posts/akhooli_a-small-arabic-fineweb2-sample-dataset-activity-7283099806003060736-g5cq)  
+Code: 
+```python
+from datasets import load_dataset 
+import pandas as pd 
+from pprint import pprint
+ds = load_dataset("akhooli/fineweb2_ar_24_sample")
+import random
+max_n = len(ds['train'])
+index = random.randint(0,max_n)
+pprint(ds['train'][index]['text'])
+```