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

README.md

@@ -1,12 +1,12 @@
 ---
+language:
+- en
 license: apache-2.0
 tags:
 - generated_from_trainer
 - text-classification
 - emotion
 - pytorch
-language:
-- en
 datasets:
 - emotion
 metrics:
@@ -26,116 +26,174 @@ model-index:
       config: default
       split: validation
     metrics:
-    - name: accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.9235
+      name: accuracy
       verified: true
-  - task:
-      type: text-classification
-      name: Text Classification
-    dataset:
-      name: emotion
-      type: emotion
-      config: default
-      split: test
-    metrics:
-    - name: Accuracy
-      type: accuracy
-      value: 0.9235
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTI0NGY1MTgwMzViYzY2NzdmOTk2NGM0YjRjMDExYjRkNDY3YmQzZmY4Y2JlMGQ3ZThlNjNjMjQ1OTI4MjdlOSIsInZlcnNpb24iOjF9.jJ8RC2HTtWrq3_b592HIFBlKuGavgSMrp--gwLFLZ66Uuz44gnouotoYpsqMtgUt-S3lkcCUs2ZFOPo6xR2EAA
+    - type: accuracy
+      value: 0.938
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
-      value: 0.89608475565062
+    - type: precision
+      value: 0.9281100797474869
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
-      value: 0.9235
+    - type: precision
+      value: 0.938
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
-      value: 0.9224273416855945
+    - type: precision
+      value: 0.9376891512759605
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
-      value: 0.8581097243584549
+    - type: recall
+      value: 0.9029821552608664
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
-      value: 0.9235
+    - type: recall
+      value: 0.938
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
-      value: 0.9235
+    - type: recall
+      value: 0.938
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
-      value: 0.8746813002250796
+    - type: f1
+      value: 0.9147207975135915
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
-      value: 0.9235
+    - type: f1
+      value: 0.938
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
-      value: 0.9217456925724525
+    - type: f1
+      value: 0.9373403463117288
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
-      value: 0.32714536786079407
+    - type: loss
+      value: 0.23682540655136108
+      name: loss
       verified: true
-  - task:
-      type: text-classification
-      name: Text Classification
-    dataset:
-      name: emotion
-      type: emotion
-      config: default
-      split: validation
-    metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.938
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTUwM2MxN2Q0MGY2MjM5N2IyNjM1Y2Q5ZTM3YzRjYzU1NWQ3MGM1M2E2OWY5YTYyOGVjNTRmODc2ZDkxYzRlMyIsInZlcnNpb24iOjF9.vUgzbI8tmXYBL4OmW3y9GJx_J_j_o6hs1fmxgc-SgaF7B6Qr0qxVwTahvxKnJjad8KnA-aEfQWRYhwVpAr44Dw
+    - type: precision
       value: 0.9281100797474869
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjQ1Mzg5NmI2MjU0MjA1N2EzNmQ1MGVhYjgyYTg5YmVjMGY5ZDhkMmJmNmVhZDI0ZDNmZDJhZjg0NDUzNzEzMiIsInZlcnNpb24iOjF9.kK_Lg1Vy1dXCSzEik-0vfP15icUf1RNYNs_dcXc46PAXU1TWF1t4CKUXmu6FFyRyAWKMp90dH_Ss7VIMj1-OAw
+    - type: precision
       value: 0.938
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTdiNWE1ZmFmYmE3NDc0YmUyYjRiNGZmMDk5NTg5YWUyOTQyYmNkOWM3M2Y4ZjI4ZWU3Mzk2NTU1YjQxM2QzMiIsInZlcnNpb24iOjF9.9UVnzkkjthoZML84FS8cWbr88JPgG2RQtC7k_I4a3rCC0T6LMsJSoMWCOIz6a6tnpO26q-_x-wM70GzzSanmCg
+    - type: precision
       value: 0.9376891512759605
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTU2ZDVjYjk5YTMwYWY2YmZjNDdkMTFkMWI5NjI3YjQ3Njk2NWQ0OGM2ZjYyZWRhZjE2YzM5YjA3NjU1YmFlNiIsInZlcnNpb24iOjF9.fixCk6zcIOYsk3LgfCHeSQ5YNoJ-ZWxvvW76g1-s2yjrI5Qmf_VQcNlyDr_pmHtZ7mc3yykCPaD6k2oMKZ5QBw
+    - type: recall
       value: 0.9029821552608664
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjA0NTc4MGExMmExNWZjNjc1MDA3MDI4MmMwMTNjYWQ0YmVkZjExNzdkZTJkNmMwZWIyNjA4MTNlMDRmODkwNiIsInZlcnNpb24iOjF9.rAq4wFgCo6Q3mxElGdnbXlzVyUvSYOFW-m1KHzDFTydt-4Re-SUVjeh2y8HFf5H0Te5Jj5SiXfszJUmwFXh1Ag
+    - type: recall
       value: 0.938
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDk4NTE4YjZmZDdlNmI1NDkxYmU4ZjAzODhiNGFhYTAxNGEyNjY2MGE3MWQwNGFkMDhkZjNkYjkzNWQxZDQ1YiIsInZlcnNpb24iOjF9.l2JP6XY0XWRFB6G5A82CQy9-Isn48vAGickkwvhMhcW7cZsPjDTLHg2wyBjD8etcYzU99RdfR9nusSnWxBvxAQ
+    - type: recall
       value: 0.938
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTEwNGQ0NDc0NWE2OGUzMjkwMWM2MGRhODViNmIwMDU1NDk3OTdlOWI1N2VlN2JmY2MzYWI4YjJhNDFhYWVhNCIsInZlcnNpb24iOjF9.IV35Ctc1lhxXGP5J3PQxWi6IpWH1ZyZ95yrrca6-EzlF0w3AYL1Bk8q_glolpmrBqUBrJH8AJ07MFN3g77UzCA
+    - type: f1
       value: 0.9147207975135915
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDFlNDk2OWUxOWQ5MTY1MTg3MDU2MzA5OGVmYTk2ODgyNDRiNWU5ZDZmYWYzYmMyMTcyZGExMWE1MGQ2Mzk2MyIsInZlcnNpb24iOjF9.GdxhM7wmt4DQucMB21z0ZZx-iOSlf7wYIs01U6dERhXHX4gsDaFIuIFCVNPFZpwerUYUz6Xtsl6jK1v9kkjqBA
+    - type: f1
       value: 0.938
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTFlM2JlYWFhZjQzNGVjNjhhMTQ3MWZlNGFlMDI5YjEyYWQzMmY3MzQ4MmEzYzg0ZjIyZTZlODNmMTRlZWI5OSIsInZlcnNpb24iOjF9.EKJExY6JPzTwnnPzBPTCoDTowYYly6jKw4Qypsj3GKEpzwmqG-hoo5yhyZaoWsRL2hb1W6eHbsZtPdy1HqGLDQ
+    - type: f1
       value: 0.9373403463117288
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzU1MjI3NTc4N2MxYTI5MjI1OTc3YjFhYjdkZDZmY2MxOTkyYzMzMWIxY2JmNGRkNDg2MTk0YTRiOWJhMTBhNCIsInZlcnNpb24iOjF9.bqFLqztywdiWTm-r7oeQ_R3_VKOTBkyxbL_sZktEE3hsJHYhwLOEVeKD7sqt56gQu_JNYMCz6WGWKRECFKH3Cw
+    - type: loss
       value: 0.23682540655136108
+      name: loss
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWZlZjkwNmJjYjAzYzk4ZjU4NzNiYzg1NTU1MGQ3OTFjYmE4MjE5NzNkYzZiZDI0ZmNkM2Y2NGU4ZjJlOThlOSIsInZlcnNpb24iOjF9.mYcz4sdJOmXXMBGW01OSJiKCouKh28AuExj1E7JiPCz-9ri3oRXPkT2fBHgrf0I2ifVEGVSFYckoC8Ymg-cMAw
+  - task:
+      type: text-classification
+      name: Text Classification
+    dataset:
+      name: emotion
+      type: emotion
+      config: default
+      split: test
+    metrics:
+    - type: accuracy
+      value: 0.9235
+      name: Accuracy
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDdiOWE5ZjI4NmVjN2Y0OWFmNGI2NWU4MTYwMTA5MTFmMjEzOTkyODhhOTEzMzg0OTJmOTM2NGM3YzMxMDAyNCIsInZlcnNpb24iOjF9.SzWJe5bMitRlUb4d0gIX49k_mTC1ADWKDOLdS6TMx3ZGmkMdD6F9-IlmmTunbfVEDQSjweVpv7H7TUcHsBeIBQ
+    - type: precision
+      value: 0.89608475565062
+      name: Precision Macro
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjZlMjk2ZTZkNzJiZTgwNDczNzRjMDkzYTcwNmM2YjdjODE1NzI2NTFmNjRkYTBjMDg2NzMzNmE0MGY1NWRiYyIsInZlcnNpb24iOjF9.qlIfR61-QTw9M71mMGOjN2UPs3Pjz-DVtq094BFtVkFQVllN5vPZLkkqVTkQlX1WdnY70JHpYv-qM_Kpv1h3Cw
+    - type: precision
+      value: 0.9235
+      name: Precision Micro
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjUwMDIwMGEwMmE2NmEzMjQxMjM5MWI5MDRlYjhmODE1NjliMjkwMTU5YTg3ZWJiMjI2MGQxMWU4MmJiYTljNiIsInZlcnNpb24iOjF9.rFJQ1Q6aPlncwReXR2jciz3UEIArJS_nTwHAuTNXZKKQSvTM1zBN7x7EdSDeEIf8JDFfEimvv282wgnCPVmkAw
+    - type: precision
+      value: 0.9224273416855945
+      name: Precision Weighted
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDNmYWE4MTQxY2FkNTcxMzMyMmQyNmViN2FhMGQxOWYzNGU0MmIyMjhiZmE5ZmYyOWQwMzExZWRiMjRkNzliMyIsInZlcnNpb24iOjF9.6kD-hmPbjJrpAHZY-tFULnufxw118PfMCwj8PBjDKTtSQ_MCTP7iU3KtNe5essy5vDpdBFuA9E9SbrtjW3vnBA
+    - type: recall
+      value: 0.8581097243584549
+      name: Recall Macro
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjZjMGJlZmI2NGVmYWIxZjdlYzg1ZjAyNmYwOWQ0NGE2OWI5OGIzMzE5Zjg5Yzg2NTlhZjRkMzE0ZTZjOGUyMCIsInZlcnNpb24iOjF9._r5lQK7hSPCyM9Bz9H5AVactjXzpF3hKW-iB5dco_kmVMhdy_-N00aFQg8XMKa4sL9lmJs0svINUwL5q55vmCw
+    - type: recall
+      value: 0.9235
+      name: Recall Micro
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTQyMmZiNDQ1ZDMyZGY5ZWVlOGM0OWMzODhiNWI1NGUzNDJmOWEyM2VjYjhkNGQ4Y2ZmYzMwYjc1NTU4YjY0ZCIsInZlcnNpb24iOjF9.N7SJCOKlRa_3sRFYqiuPZpXmikQ9xuA4uDsKldGVNG6Tg6dffT2fLE9kkTCOQmG3BQzoP-xxjbhjG1gDPe_KCw
+    - type: recall
+      value: 0.9235
+      name: Recall Weighted
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGZkZmU4OTRhNDc3MzdiMDQwYzg4NmI5MTNlOWNjODk1ZGNmODZmZjk2MmY2NmU1Y2QyNGExNTkyNDUyZWJhYyIsInZlcnNpb24iOjF9.SvIJpc0dCvtMeaRZ0yQinV3FKftMiHLbhvalrVDT0uLnQ-wGL3HOkj9i9lO53kLrunxbswPjhKmR4bY1P6LUCQ
+    - type: f1
+      value: 0.8746813002250796
+      name: F1 Macro
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDcxMTE4YzIyOWM5YmU0YTI4NzliMjM5YzBkYTJjODY3NjdkOWMwNmJhOTJiY2Y3MDM4NDNkYjljOGMxN2I2YyIsInZlcnNpb24iOjF9.41XMqnkXPjeoKiUmOuMhitX-624vXLmz6QMeNsOx_yFDhkugYP5ox5xq9PhC3cQIxn0SD71AusaN7YOnfKOaDA
+    - type: f1
+      value: 0.9235
+      name: F1 Micro
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjE0MDU4YjY4MzlkMjQyZmI3ODUwODUyYzIyMDFhNjIyZjcwZjNkZTI0NmFiYTA4YWJlMzdmNDMxZGY0MTVhZCIsInZlcnNpb24iOjF9.a1Nh5T-g74Ol-ElZhu2O7yg4tJrBRGCJYeVYUsZd7AkXPR_e0jyOwVx16J2t7gOVTp512HEK5u2wIpns8qWrAA
+    - type: f1
+      value: 0.9217456925724525
+      name: F1 Weighted
+      verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2YyODE0NjIzOGI4OTExYTlhMTUxNzBkZWE5ZGIzZTNkOThjZTRiYmM5NDEzYjZlYTY2MzY1ZmVkY2IyZDA4MyIsInZlcnNpb24iOjF9.XEhuUaY3E5FwXunSiRNMW_Rnu9B176mu7wr8jXvISdPovno1ANhliK276GeLgS_suAjjpPQPTwMK-ntJ9PHuCA
+    - type: loss
+      value: 0.32714536786079407
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDdhOTRiNjI5Y2FmYmQ0MGNmNjM5NWQzN2Y0ZWJhNmYyZDgwYzRhOWE0YmNiMjIyNjYyMWE2NTczMTA3NDM1YiIsInZlcnNpb24iOjF9.tmWAsH0fU7QUztbh3PfbBL1aSigZge0iQgYQIHsULZMCD9M98l8DXeLpZl-dehWruVY9Lkr4PJKTn9ba35vKCg
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You