Update README.md

README.md

@@ -6,6 +6,18 @@ base_model:
   - facebook/sam-vit-base
 ---
 
+![Training Loss UFPR SAM](https://huggingface.co/ashhadahsan/sam_vit_b_lora_rank512_ufpr/resolve/main/training_loss_ufpr_sam.png)
+
+![Comparison with baseline](https://huggingface.co/ashhadahsan/sam_vit_b_lora_rank512_ufpr/resolve/main/comparsion_with_baseline.png)
+
+## Finetuning metrics
+
+* RANK LOSS : 0.052654343576998344			
+* RANK ACCURACY : 0.9997852160627786			
+* RANK PRECISION : 0.9420321321139293		
+* RANK RECALL : 0.9461407410472382			
+
+
 ### Parameters on which the model was trained
 
 ```yaml
@@ -23,9 +35,3 @@ TRAIN:
   NUM_EPOCHS: 30
   LEARNING_RATE: 0.0001
   PATIENCE: 10
-```
-
-
-
-![Training Loss UFPR SAM](https://huggingface.co/ashhadahsan/sam_vit_b_lora_rank512_ufpr/blob/main/training_loss_ufpr_sam.png)
-