Update README.md

README.md

@@ -7,22 +7,20 @@ language:
 metrics:
 - rouge
 library_name: transformers
-pipeline_tag: summarization
 model-index:
-  - name: bart-large-cnn
-    results:
-      - task:
-          name: Summarization
-          type: summarization
-        dataset:
-          name: samsum
-          type: samsum
-          split: validation
-        metrics:
-          - name: Rouge1
-            type: rouge
-            value: 43.115
-
+- name: bart-large-cnn
+  results:
+  - task:
+      name: Summarization
+      type: summarization
+    dataset:
+      name: samsum
+      type: samsum
+      split: validation
+    metrics:
+    - name: Rouge1
+      type: rouge
+      value: 43.115
 ---
 
 # bart-large-cnn-finetuned-samsum-lora
@@ -32,7 +30,7 @@ This model is a further fine-tuned version of [facebook/bart-large-cnn](https://
 ## Model description
 
 * This model further finetuned 'bart-large-cnn' on the more conversational samsum dataset.  
-* LoRA (r = 8) was used to further reduced the model size.  Only less than 1.2M parameters were trained (0.23% of original bart-large 510M parameters).  
+* Huggingface [PEFT Library](https://github.com/huggingface/peft) LoRA (r = 8) was used to further reduced the model size.  Less than 1.2M parameters were trained (0.23% of original bart-large 510M parameters).  
 * The model checkpoint is less than 5MB.
 
 ## Intended uses & limitations