Update README.md

README.md

@@ -39,7 +39,7 @@ model-index:
       name: violating_f1
 ---
 
-# Rukun Ready AI (Qwen2.5-32B v1.5)
+# Rukun Ready AI (Rukun-32B-v1.5)
 
 Rukun Ready AI is a Malaysia-aligned structured validation model built on `Qwen/Qwen2.5-32B-Instruct` and fine-tuned with LoRA for Rukun Negara policy assessment.
 
@@ -71,7 +71,7 @@ Versioning:
 v1 dataset used for fine-tuning:
 
 - Train: `66,516`
-- Validation: `1,353`
+- Validation: `23,353`
 - Total: `67,869`
 
 Files:
@@ -349,7 +349,3 @@ This release is provided as open weights. Ensure compliance with:
 
 - Project site: `https://rukunnegara.ai`
 - Organization: Entermind
-
-## Citation
-
-If you use this model, cite this repository and include the version tag used in your experiments.