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

README.md

@@ -1,27 +1,27 @@
 ---
-tags: 
-- autotrain
 language: en
-widget:
-- text: "I love AutoTrain \U0001F917"
+tags:
+- autotrain
 datasets:
 - lewtun/autotrain-data-acronym-identification
 - acronym_identification
+widget:
+- text: I love AutoTrain 🤗
 co2_eq_emissions: 10.435358044493652
 model-index:
 - name: autotrain-demo
   results:
   - task:
-      name: Token Classification
       type: token-classification
+      name: Token Classification
     dataset:
       name: acronym_identification
       type: acronym_identification
       args: default
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9708090976211485
+      name: Accuracy
   - task:
       type: token-classification
       name: Token Classification
@@ -31,26 +31,31 @@ model-index:
       config: default
       split: train
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9790777669399117
+      name: Accuracy
       verified: true
-    - name: Precision
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGE4MjA4Yzc2MTNlY2U4NTY4MDkzODRkYzY4MjEzOGYzZGQ2ZGY3ZmI0YmU2YmEyMjY4Njc1YzhkYTFhZWU0ZiIsInZlcnNpb24iOjF9.rFLe74m-uhC-pM_WhnALYWQfDnpChZ7ujc0p75U3095TgeislAvvHYOpcYcepdmKq5Sqw61AiqqhGTsNbxCzCA
+    - type: precision
       value: 0.9197835301644851
+      name: Precision
       verified: true
-    - name: Recall
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTM0MGM2MGEzNzIxMjljODM5ZTkzYTMxZmQxZWE4ZjcxMWYwOGE5NGM1ZWIwNTkzNDAzNWM2ZWQxNDZkMzU5ZCIsInZlcnNpb24iOjF9.ghxhIgnPdqAdtyEn5TL_F_f7vp2TVmYUVxC_BzbG37DZpFS0PetO12fsNEydh4l6qf2V0gKoCY-6gsxx8uYoDA
+    - type: recall
       value: 0.946479027789208
+      name: Recall
       verified: true
-    - name: F1
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTQxNmU4M2FlMGRjZjU4YzcxMjUyMGVmYzhiMDRkOTM4MTY2ZTY1ZGE4ZjQyN2I5MzQxNjEyZjIwNmU0ZDQ3MCIsInZlcnNpb24iOjF9.hjNZ1PQ2fXMZ44rcd0Xb_NGXMyXYB-EaYyZg8GYWkVt0B89PU6lCnHORPjK8U1QFmcSeP8O_Xwvvr39GgPpYBg
+    - type: f1
       value: 0.9329403493591477
+      name: F1
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzk4YTQ2Mzk5NTNlM2M0NDhmYzQ4NDlhOGUzNjc2ZWVmNzhhYWM4ZmE1ZjA3NzAyMDU2MDc3NTVlNzAyZTk3ZCIsInZlcnNpb24iOjF9.QjF8xwoC_ziNUwhzz-cd_AiGaIhWcR7eQtd2JWF4v-ENA4K6hjj-c2R_FzP2hQKQ_OY1Wq2C4E3ZF8ze13XlCw
+    - type: loss
       value: 0.06360606849193573
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjlkZmNlMGI4MGQ1MmU1MDZjMmNhZDA4NmY3M2ZmNzk1ZTA2ODFjYTAwYjJiZjQwMmY2ZDAzMDYzYjQ3MDhjMiIsInZlcnNpb24iOjF9.J1yJobGoluZgQMtdNcexCPVGPido4rmjpdcU53HvS2Gf-Z8SGzY4NfVxg-0jREqJQbCQ3EP_37CsP5NEClpMDg
   - task:
       type: token-classification
       name: Token Classification
@@ -60,26 +65,31 @@ model-index:
       config: default
       split: validation
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9758354452761242
+      name: Accuracy
       verified: true
-    - name: Precision
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjY5OGMzNzg1Mjg4YmFlOWEwOGVkZmM2OTQwYTUyMzRmZWNiZjFmNmM0OGU0MmM2Y2YwZGM1M2EyNDg5NTNhYSIsInZlcnNpb24iOjF9.ttERWzOkI_iUeEzv63lMNYvzdlU0q3gbqYL41_ZjZ-VKrIVMgEfsZCN2ldPJWPZaPiW_UnrUpbBLFTPieIQ-Dw
+    - type: precision
       value: 0.9339674814732883
+      name: Precision
       verified: true
-    - name: Recall
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTA2YjFhMDc0MDU2NDQ0MWNkYjdjMjBjNTllMDRlNjdmNDk4MGVjOTI4MzdjYjc2M2NkNzUxMTczMzk4NGU2MCIsInZlcnNpb24iOjF9.dPhHuCcAHPnS_cvOPiERU6myfNTlVVrd64jU_EYAK7rXMEWQ_IrOLgvViwrDjp9JVb-UEgO-7SmtPUlBqzfyCA
+    - type: recall
       value: 0.9159344831326608
+      name: Recall
       verified: true
-    - name: F1
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTg1MjVlYmNiN2Q3MjVmZTY4NDE4MjI2NTcyYjUxY2RkODI1MzRhOWE0MjBjNDE4ZDhlNWMyNGFjOGE2ODhiNCIsInZlcnNpb24iOjF9.mFsDy4rHaIByjBHsk1HSjj56NA8oPOXwOlcjDsqkKd0hJh1viYEIgwJn22PL62nBJvOYdnUB9HZDYvlM_uOuDw
+    - type: f1
       value: 0.9248630887185104
+      name: F1
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGM4MDY2MTQxODVlYjBlMGM0YThhZmQ1YjNiNTM3YjZmODdlNjM5OGM4NDE2YTdhYWNiMzM0ZDRiMjIyNWQ2MCIsInZlcnNpb24iOjF9.ehbT56xqKXykHiyau95BLHLjfJcSi8OtsG6TDeDbyjggNN-WnOu7zz2kquR_mX9vcm3aJkbsXVA1eB6tH3cZDg
+    - type: loss
       value: 0.07593930512666702
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmM3NjViNzA3MWJhNzQzZThlMjQ1ZDdjMzAyMjZkZWVhYjUxMDhiZDYwMDJjYTBlNGQ4MDk0YzczOWYyNjNiOCIsInZlcnNpb24iOjF9.OzgQm9WJ7WXJVjkNyfP8UEKeN0j-XTww2AGPY8QOlm3c2bAVa23_cf4J-44yvCiHWuqK5kKVE04NjRjfq39zCg
 ---
 
 # Model Trained Using AutoTrain