Update README.md

README.md

@@ -178,15 +178,29 @@ Validation Loss: 1.0448 → Perplexity: exp(1.0448) ≈ 2.84
 ```
 
 ## ⚙️ Generated Molecules Evaluation
+### On 1K generated examples:
 **Overall Stats:**
 
 ```text
-ssss
+📊 FINAL EVALUATION SUMMARY
+============================================================
+Total generated:          1000
+Valid SMILES:             976 (97.6%)
+Lipinski-compliant:       687 (70.4% of valid)
+Internal diversity:       0.6387
+MACCS clusters (≥0.7):    448
+Average cluster size:     2.18
+Largest cluster size:     15
+============================================================
+
+✅ Results dictionary created
+✅ Valid SMILES saved to 'generated_valid_2500.smi'
+
 ```
 
-**PCA of MACCS:**
+**PCA & t-SNE of MACCS:**
 
-**t-SNE of MACCS:**
+![image](https://cdn-uploads.huggingface.co/production/uploads/667da868d653c0b02d6a2399/cWmq905lpkU_iA38nqXZL.png)
 
 ## ❤️ Support the Project