Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator

README.md

@@ -10,16 +10,16 @@ model-index:
 - name: sagemaker-distilbert-emotion
   results:
   - task:
-      name: Text Classification
       type: text-classification
+      name: Text Classification
     dataset:
       name: emotion
       type: emotion
       args: default
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9185
+      name: Accuracy
   - task:
       type: text-classification
       name: Text Classification
@@ -29,50 +29,61 @@ model-index:
       config: default
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9185
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGQzNGQ2NDM0MDUyMGM2ODQ4OTJiOTkyMGY1MmM3YWVkNjUxNWY0ZTdhODIzZjAyMTgxYzRlOGFmMTFkZWE0OSIsInZlcnNpb24iOjF9.JDpVqPUDud_xhiZ1HIqixmrckHQj3vWWgd_sHFlQRZst_HncPkNeSlqTzjQfMSVr8T33XJSlZmuyqIcUHCX4Aw
+    - type: precision
       value: 0.8869690559183302
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzMxZjA3MTRhZmQwNTIxYTY4NTcyOWJhZGUxNTA3OWM4NjEyNzEwZTI3NmU5OWM1N2E2NzkxNzI2N2YxYjI2YyIsInZlcnNpb24iOjF9.ugrxolv5gjUI5rib1S_9S_9y2kCfzA7v0eWOouXY23nYMFW5Ph7izzJyk9j8Q0CZ5aCM3KO8F1WQgT4xbdLMBQ
+    - type: precision
       value: 0.9185
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTNiZmYxNTU0ZmVhMTIxNDUxYTIwYmFmMWRiMTViZThhMDc2NmMwZmRjY2VlNDlkMTZlMGZhMTU3YzVkNTgyYSIsInZlcnNpb24iOjF9.cajiwdbiWBwuZ1IMh092E8UWG6cll4bHMf_XK18p3-OV3Lt0MVnxF1pEJBjL8NAWhjpSe8EtKyXXCUCm7taqCg
+    - type: precision
       value: 0.9177420617963024
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzgwYzgyY2Y2OTE3M2U1YTZjMGZkYjM4Y2ZiMjdkM2Q3YzM5MjRlYWFkM2ZjNzgzMGQ3OGM3ZTg4ZjJlYTgyOCIsInZlcnNpb24iOjF9.NhQvQwuGf7R5pzvmInhtdp5AUojf-svZYzo4lfOEF6Uv0w9d6Pl1qm0kOX_GWl5a6eqNYp0iSbj7sStHDNKyAQ
+    - type: recall
       value: 0.8696773617395324
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODgwMTBiMzlmNWRlOTVjYzM4ZDBkYjA1Njk5MzY2MTQzOGI3Yjc2NGNmOWYxZTdmOThkYTVjZGEwYWMxOGUyMCIsInZlcnNpb24iOjF9.SdDWnPxYoCa-xb_H4wiRekw0hjSJJnb8yh0GKIZSHEQgvzjf8gs_YFAC0hP1xUyOjvf7j-_fJWd6I6b2PYPgAA
+    - type: recall
       value: 0.9185
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTMyOTUxMjQ4NWNhNjgyYjA1MzhmMjVhYzk5MGYyYTAxODUyYmU0NDg5YzhjNTBhMGQ2Y2ZmMzQwNGU5YTQ3NyIsInZlcnNpb24iOjF9.33rHXO10ZvGVLQn7sWDzYawXKy-r-iLnp0Y7Pne4HGZHE118jW19VvEHiYfMPbRDB0ibyd9d7f43sIYlxxFXCw
+    - type: recall
       value: 0.9185
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjBhNWVjZDIwNzA5ZDE5MjRiNGM3MmJmNWM3NTA5Njk1ODcxOWFiZjNjZmRiNjYwNjQ1YmQyM2ViZDUxNmIyZiIsInZlcnNpb24iOjF9.EjnIdbANpRpQm5maOCvX5rRmqKGl3qZmBYnJeV-1mMER6a_TElSVWsK9QN13F3uW1iRqafkCWxUWC0brhqPVBw
+    - type: f1
       value: 0.8772854847626651
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjBlODY0Yzk5ZDQ0YWQ2NjIxMjI1MzhmNzhjYWZhMjNiZGY4ZTFlZmViMWUzMjEzMTIwMTMzYjFiM2I3NjE4OCIsInZlcnNpb24iOjF9.JQLYalB4A3K9iA7cJI_qZQShq35qWKS_G4CvvKALbUUrvsLzPJxyOcSnlrq-oC9DPXuMEl6UimXUq-L5MeyVDg
+    - type: f1
       value: 0.9185
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjMxNThiNDI5NjI3OWZjNzAwNzhjZDUxZDZhYTEzYmE5MjFiNzc3YjU3NmYyMjkwMDFhYWJiMTExNDllMjc0NiIsInZlcnNpb24iOjF9.Rbx4S8uFK6p2x0ejRvzKIv9GCh6EXA0J4xNT8CMAJibQKwpLXO89S3RIXRdra0JDtZV_2QPuLWysLVZsqYv2Cw
+    - type: f1
       value: 0.9175578471721796
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmI3N2ZhOTgxYjI4ZGVhNjNkZDI1ODIzOWE2ZTk0YzJiOGQ0NWE3MjE1MTQ3YTAzZjdkMjc5MzE0MjQ2YzUwMiIsInZlcnNpb24iOjF9.Uaz_KVUaTYphb3FpaaCxz7FjZ6EtYs6-46boChr1bdtoCEUli1nLiSJemqutsIl-YzbeAiVv8VUOkfuFNjI6Cg
+    - type: loss
       value: 0.24682247638702393
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTkwYzIyZDMxNWY5YzE4ZmQ3NjUxYzk1ODA2Zjg0YjY0OTZiNzAwYzAyNGE0YmUzYWVjODUwNjU1OWI2NDhhMCIsInZlcnNpb24iOjF9.hJN2jySrFMxpT2OPVUJxbLDVl4jfGhSmUnxGOzZRPahKAgvBngcTi6d-BY0Jyndo-ojPUCsHE8zcagfnTYB5Ag
 ---
 
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