Update README.md

README.md

@@ -1,9 +1,16 @@
 ---
 library_name: transformers
 base_model: "cross-encoder/ms-marco-MiniLM-L-12-v2"
-metrics:
-- mrr@10: 91.74
-- ndcg@10: 84.83
+model-index:
+- name: esci-ms-marco-MiniLM-L-12-v2
+  results:
+  - task:
+      type: ranking
+    metrics:
+    - type: mrr@10
+      value: 91.74
+    - type: ndcg@10
+      value: 84.83
 tags: ["cross-encoder", "search", "product-search"]
 ---
 
@@ -32,12 +39,12 @@ queries = [
     "mustard blouse"
 ]
 documents =  [
-        "nike air max, with air cushion",
-        "adidas ultraboost, the best boost you can get",
-        "women sandals wide width 9",
-        "girls surf backpack",
-        "fresh watermelon, all you can eat",
-        "floral yellow dress with frills and lace"
+        "Nike Air Max, with air cushion",
+        "Adidas Ultraboost, the best boost you can get",
+        "Women's sandals wide width 9",
+        "Girl's surf backpack",
+        "Fresh watermelon, all you can eat",
+        "Floral yellow dress with frills and lace"
     ]
 
 model = AutoModelForSequenceClassification.from_pretrained(model_name)