Update README.md

README.md

@@ -62,7 +62,7 @@ Models trained on Zyda significantly outperform models of the Pythia suite train
 
 Zyda also outperforms Dolma, RefinedWeb, and Fineweb on 1.4B models trained on 50B tokens of each dataset.
 
-According to our evaluations, Zyda is the most performant per-token open dataset available.
+According to our evaluations, Zyda is the most performant per-token open dataset available in its non-starcoder variant on language tasks and tying with fineweb otherwise.
 
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65c05e75c084467acab2f84a/fXaQAOBDJpoaAr1clfTel.png)
@@ -106,8 +106,10 @@ Dataset fields:
 - `filtering_features`: precomputed values of different features that were used for filtering (converted to json string)
 - `source_other`: metadata from the source dataset (converted to json string)
 
+<center>
+  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65c05e75c084467acab2f84a/dQV8zNTNCx1xMMT-iupY6.png)
+</center>
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/65c05e75c084467acab2f84a/dQV8zNTNCx1xMMT-iupY6.png)
 
 ### Source Data