Update README.md

README.md

@@ -5,6 +5,8 @@ tags:
 - mergekit
 - lazymergekit
 - tiiuae/falcon-11B
+language:
+- nl
 ---
 
 # Falcon-5.5B-Dutch
@@ -25,4 +27,10 @@ slices:
         layer_range: [56,59]
             
 merge_method: passthrough
-dtype: bfloat16\```
+dtype: bfloat16\```
+
+PruneMe has been optimized using the AgentWaller/dutch-oasst1 dataset by investigating layer similarity with 4000 samples. The layer ranges for pruning were determined based on this analysis to maintain performance while reducing model size.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/660c0a02cf274b3ab77dd6b7/PF3SzEhQRJPXyYi2KqS1A.png)
+
+Note: This is a base language model and has not been optimized for conversational or chat applications. Further fine-tuning may be required to adapt it for specific use cases.