Update README.md

README.md

@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 ## Model description
 
-This model is a fine-tuned version of [google/paligemma-3b-pt-224](https://huggingface.co/google/paligemma-3b-pt-224) on an [this dataset](https://huggingface.co/datasets/ariG23498/intersection-dataset).
+This model is a fine-tuned version of [google/paligemma-3b-pt-224](https://huggingface.co/google/paligemma-3b-pt-224) on [ariG23498/intersection-dataset](https://huggingface.co/datasets/ariG23498/intersection-dataset).
 
 
 
@@ -22,7 +22,7 @@ This model is a fine-tuned version of [google/paligemma-3b-pt-224](https://huggi
 
 ## Training procedure
 
-Finetuning done by (LoRA) PEFT method. Rank = 8 choosen.
+Finetuning done using (LoRA) PEFT method. Rank = 8 choosen.
 
 ### Training hyperparameters
 
@@ -38,9 +38,6 @@ The following hyperparameters were used during training:
 - lr_scheduler_warmup_steps: 2
 - num_epochs: 2
 
-### Training results
-
-
 
 ### Framework versions