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

README.md

@@ -1,30 +1,31 @@
 ---
+language: en
 tags:
 - autotrain
-language: en
-widget:
-- text: I am still waiting on my card?
 datasets:
 - banking77
+widget:
+- text: I am still waiting on my card?
+co2_eq_emissions: 0.03330651014155927
 model-index:
 - name: BERT-Banking77
   results:
   - task:
-      name: Text Classification
       type: text-classification
+      name: Text Classification
     dataset:
       name: BANKING77
       type: banking77
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 92.64
-    - name: Macro F1
-      type: macro-f1
+      name: Accuracy
+    - type: macro-f1
       value: 92.64
-    - name: Weighted F1
-      type: weighted-f1
+      name: Macro F1
+    - type: weighted-f1
       value: 92.6
+      name: Weighted F1
   - task:
       type: text-classification
       name: Text Classification
@@ -34,51 +35,61 @@ model-index:
       config: default
       split: test
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9275974025974026
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjc4ZDk2NzI4ZTEyYzVjMmYxYTVmOGU1ODFiYzBlMGYwNDc0NWU2ZjE2OTRmMzQ2YmRmMGMwMjk0OGJhODhjNCIsInZlcnNpb24iOjF9.DCcGC7cTnxr-ZY8ZmF1TtEIYirV0on_wozRjHxO8OInX5BJ01JSDivTfzyV3goiZXyhAiqLm5Ri1hoeKs7eOAA
+    - type: precision
       value: 0.9305185253845069
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjJlY2FkNjRhMmY5ZWRkNGRkMjgyMGQ5MjAyY2M1YTZlMTIxYTMwOGY3ZDExYTFhOGRkY2E0ZDgzMzlmN2E1ZSIsInZlcnNpb24iOjF9.gAhADFfvfXjZmFEVZtmDZZJBmeQgbtOPzGUjYdrH3Ill_R6yH4BoQnTFERlRdyrA5QiwfjdHT1hg_x1G7HLmBQ
+    - type: precision
       value: 0.9275974025974026
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjk3YWVkYTI3MGMxYjJmMGFhMWU0YmQ5MmFiMjEwNmQ1NTBkNjIyNTcxZDcwN2UzZmZmOTAxYjYxNWVlOTQ1NyIsInZlcnNpb24iOjF9.wWMl0F-TNDBDGik_1UNk5VM_ftb2vGG-OYeqRJuHXgKxCQLLujufCbJaPgKWA7sigVQspf8OpZOmdIzdqu-MDg
+    - type: precision
       value: 0.9305185253845071
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQ4NTFhMjM3NmEyNTkyMmFlNDQyYTkzMzAzNWQzM2YxNjdjMGI5NDljMjViYzNhODFjODM4YTU3ZDk5YjAwOCIsInZlcnNpb24iOjF9.W28VbQFOFafZ7qIUz4grPzxHfJkh9rNxx_gTyXl3EIuk3IRwsTuWi54F8rsxDap8CSCWqIsciRKxvDiT_0vFBA
+    - type: recall
       value: 0.9275974025974028
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjYwYWMxYjAxMmY3ZTBiNWRhYjkyZGY0ODBlYzljZjA2ZmI4NWI1NTQ1YjY0MTNiMmJjODU5OWFjOWExZTdmZiIsInZlcnNpb24iOjF9.-4enaWGlOKfonX2oIonHcMXsiEbVYqxYawZpj_aXOrDG2lm6ojwmUfezUcp8u83j53JyPl7VcsxQa3dmmbwtCg
+    - type: recall
       value: 0.9275974025974026
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2I2YTUxMmI1MDQ5NDQwYmM0MGRmMTBlZWQxN2JmOTMzMTYzNGIyMjNlYjNlOTFmMGFkOThmNWU5MGNlZGQ3YiIsInZlcnNpb24iOjF9.8vDbC3HWhZi-KK3wLzfzoZ_yVmoSwaceHwoa9Tp8O5sXVQL8AlQYQtZQak4TbUfiUCHel9VusfTvF0hDrHIWAw
+    - type: recall
       value: 0.9275974025974026
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmM1ODFjMjgwNDMzNmI0NGI4M2JjNTAzMWI0ZDFlOWVhMGI3NmNmNWNhYWU3YzlkODdiZDk1YmM4OTJkNjY2YiIsInZlcnNpb24iOjF9.GfcNiHLZHmhnIVCLjBCIuj7-JWhqm5w3ZhCUm8im_j5huI3EPuT3HaP9qzYMYICNn-kBIapHdU3ICQRVRohXDQ
+    - type: f1
       value: 0.927623314966026
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWI5Zjk1Y2QyOTkwM2RjZDZhNjVkNzU5YjgzMzBjZmYzM2ZmNWQyNzZmNmRjZjRlODZmZjkzZTBjZDFhZDYxYiIsInZlcnNpb24iOjF9.VxutoI_Om00TJp7L5574OLLjW5jOgxedWnk0z6qN-n_p6r1Nxc6tFtN7MpIHo3ex7sic1k1piVQ-PQKlTKj8Bw
+    - type: f1
       value: 0.9275974025974026
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWRlZmVmZjRlMzkxODkxYWFmYmFjY2ZlMTkyZTQ0NTYwYjY0NzQzNWViMDIwNGU2YWQzMzIxMWViZmNhYWI1NSIsInZlcnNpb24iOjF9.XVL6-f3XoXWXNkzzhBvpkj25DjQzx9GvyD8iXvbJ3GB9xQap6nbTA3yx8qJMmrLp_6CrrnMpITm8e7QD_xnWDw
+    - type: f1
       value: 0.927623314966026
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzRhMTNmZGQwZjI3NjhhNDJmN2E4ODg1NzNjYjE2OGNhYmU1NmFmMTYzZDA2OTM1ZDVjOTI2ZjkzYWY5YTFmYSIsInZlcnNpb24iOjF9.67Zkn3eSyiGpkPTI93Da1BrCIL9r-l5RguKN6HV13uX8J8hAdiOoMpIIdXpmBmjm6Y5t0pvfb1QmtGTCjP1mBQ
+    - type: loss
       value: 0.3199225962162018
+      name: loss
       verified: true
-co2_eq_emissions: 0.03330651014155927
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWQ4NjU0ZjdlZDVjNGExMTIyMzExYWI2N2JkYzM0ODAwY2Y2YmI4YWI3NzlhNDdhNzZkOTAzY2ExNjQ4OWQ4NSIsInZlcnNpb24iOjF9.Xuz9odnXhZQhatLmYjZIhtxMwfTY44Gk8FWRpHPU6oj1Ot2y7T83Za_xcWMaISOoARnTasG_TTz-FZDsGPVqBg
 ---
 #  `BERT-Banking77` Model Trained Using AutoTrain