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

README.md

@@ -1,5 +1,6 @@
 ---
 language: it
+license: mit
 tags:
 - text-classification
 - pytorch
@@ -7,16 +8,15 @@ tags:
 datasets:
 - multi_nli
 - glue
-license: mit
 pipeline_tag: zero-shot-classification
 widget:
-- text: "La seconda guerra mondiale vide contrapporsi, tra il 1939 e il 1945, le cosiddette\
-    \ potenze dell'Asse e gli Alleati che, come gi\xE0 accaduto ai belligeranti della\
-    \ prima guerra mondiale, si combatterono su gran parte del pianeta; il conflitto\
-    \ ebbe inizio il 1\xBA settembre 1939 con l'attacco della Germania nazista alla\
-    \ Polonia e termin\xF2, nel teatro europeo, l'8 maggio 1945 con la resa tedesca\
-    \ e, in quello asiatico, il successivo 2 settembre con la resa dell'Impero giapponese\
-    \ dopo i bombardamenti atomici di Hiroshima e Nagasaki."
+- text: La seconda guerra mondiale vide contrapporsi, tra il 1939 e il 1945, le cosiddette
+    potenze dell'Asse e gli Alleati che, come già accaduto ai belligeranti della prima
+    guerra mondiale, si combatterono su gran parte del pianeta; il conflitto ebbe
+    inizio il 1º settembre 1939 con l'attacco della Germania nazista alla Polonia
+    e terminò, nel teatro europeo, l'8 maggio 1945 con la resa tedesca e, in quello
+    asiatico, il successivo 2 settembre con la resa dell'Impero giapponese dopo i
+    bombardamenti atomici di Hiroshima e Nagasaki.
   candidate_labels: guerra, storia, moda, cibo
   multi_class: true
 model-index:
@@ -31,50 +31,61 @@ model-index:
       config: mnli
       split: validation_matched
     metrics:
-    - name: Accuracy
-      type: accuracy
+    - type: accuracy
       value: 0.8819154355578197
+      name: Accuracy
       verified: true
-    - name: Precision Macro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjY3MTgxNjg2ZGZmYjRjNmUyYWMwYzA3M2I3M2U0ZTYxZTFlNWY0Y2Y3MjZhYmVmM2U0OTZlYmJiMzU0MWRiMiIsInZlcnNpb24iOjF9.jgND_l7mc3EtHPiAPbAas7YaNnNZ5FSZNmIDOHSEpqV87lGL2XL4seol_MspagWmoQAN_RGdSM9nsIQH364EAw
+    - type: precision
       value: 0.8814638070461666
+      name: Precision Macro
       verified: true
-    - name: Precision Micro
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGY0MjQ0ZDkyMzA3NmU2YmYzMGUyNTJmNWUxMTI4MTI5YzhiNjA2MzZiZDBmMTc4ODdhMzcxNTMyM2Y0MWIwOCIsInZlcnNpb24iOjF9.BCDxzHFaXZWISV2qkXimdnIxGT3qVos-tcBv3Yp9VntL2ot4e-Nifman-Yb4XwmHccTxBnf3TY0DxEE55vF9BQ
+    - type: precision
       value: 0.8819154355578197
+      name: Precision Micro
       verified: true
-    - name: Precision Weighted
-      type: precision
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTlkZWIzNTBhNmFkNzkwNzg3ODcxNmU3YjgwODBmMmE5Njc3M2RmMDk0ZGFjZWYwMDBmNzVjOTQ3NGYyZjI3ZSIsInZlcnNpb24iOjF9.ejVcvVSUBWSMbvpxlkVi73qzkwNBgD5C1GBTandyWbk3bOas7fJ26x0duI6sNkgz-Y3Q_3pI-LJSCZgtPhP0Bw
+    - type: precision
       value: 0.881571663280083
+      name: Precision Weighted
       verified: true
-    - name: Recall Macro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDFkMWI2MTIwNjRmYjgxYjZiNWJmZWZmNzAxNDcwODdjYzg2MTAwM2I5YWRjYWQ0MzA5MTk5MTFlZDI5NGQ4MiIsInZlcnNpb24iOjF9.GrHhqY6L8AJEy0XaNzR2QI2nnwJUen8Ay5sKVh0gBN3jAv-DWwNrjVZgeclGgH4pOdRxxlNCOkZyPnEEon4eAA
+    - type: recall
       value: 0.8802419956104793
+      name: Recall Macro
       verified: true
-    - name: Recall Micro
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjFhNjA2M2IxZGQwYjE3YzIzZGRkMTM1MDg5OTBiNTY3YjE1YjE0ZDlkNmI1ZmY5ZmM5OTZkOTk2ODI3Mzc3YiIsInZlcnNpb24iOjF9.yWoQSRCGGu6mNhjak6fPM-w01kAlDK8lDVdlKserf19gEeiB4vyPfklrp4HdlRFadfUB7pJ2iloTCkDj_jPYBA
+    - type: recall
       value: 0.8819154355578197
+      name: Recall Micro
       verified: true
-    - name: Recall Weighted
-      type: recall
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjQ1N2FhNmRiMWY5YmIwODgzNjI2YjY2NzgwNmQ2ZDRmN2UzNTg3MWQ0NDhmMjMzNjc2NGExMjliNWYxMDRjZSIsInZlcnNpb24iOjF9.XGiAwKlPkFwimVDK2CJ37oi8mz2KkJMxAanTJNFcW_Lwa-9T9--yZNtS3t1pfbUP2NeXxCzW_8DlxnM7RcG2DA
+    - type: recall
       value: 0.8819154355578197
+      name: Recall Weighted
       verified: true
-    - name: F1 Macro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDU1OWFjN2ZmYjVlNWJjZTVmZDQ0MmVjZmFkMmU2OTkzZTcxZDkyZTlmN2E0NjFkOTE4YzU1ZjVjYWMxYjViYSIsInZlcnNpb24iOjF9.HpRWd_-NXIgZemTCIcpK2lpe4bt2fro_NgWX2wuvN4uWVdKsYKr9v5W8EOEv4xWzdbgtlllCG9UCc3-7YqBAAg
+    - type: f1
       value: 0.8802937937959167
+      name: F1 Macro
       verified: true
-    - name: F1 Micro
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2U1OGNmZDMxZTUwNDgxZjIzYWM2ZGQzZTg1NmNjMjdjNTkxNTk0MGI2ZDlkYjVmODFiZTllZmE0NzZlZWVlOCIsInZlcnNpb24iOjF9.7NupnTf-kIv0pIoof-2XHp7ESavQeTDDRGs3bTF3F0UJsorY8WO7I_qyoGiuPmLWtwFsNJjybQdMahM_oss7Ag
+    - type: f1
       value: 0.8819154355578197
+      name: F1 Micro
       verified: true
-    - name: F1 Weighted
-      type: f1
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODA2MGU2MzM5OWRjMTk4OGYxNTIxMjUyNWI0YjU5ZWRlMDZhMWRjMjk1MmQzZDg0YTYzYzY4M2U3OWFhNzEwNiIsInZlcnNpb24iOjF9.dIYUojg4cbbQCP6rlp2tbX72tMR5ROtUZYFDJBgHD8_KfEAr9nNoLeP2cvFCYcFe8MyQh7LADTK5l0PTt3B0AQ
+    - type: f1
       value: 0.8811955957302677
+      name: F1 Weighted
       verified: true
-    - name: loss
-      type: loss
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2I2ZDQ4NWY5NmNmZjNjOWRjNGUyYzcyZWNjNzA0MGJlZmRkYWIwNjVmYmFlNjRmMjAwMWIwMTJjNDY1MjYxNyIsInZlcnNpb24iOjF9.LII2Vu8rWWbjWU55Yenf4ZsSpReiPsoBmHH1XwgVu7HgTtL-TnRaCCxSTJ0i0jnK8sa2kKqXw1RndE1HL1GbBQ
+    - type: loss
       value: 0.3171548545360565
+      name: loss
       verified: true
+      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGYxNDA4YzBjMGU5MDBjNGQwOThlMzZkNWFjNDg4MzdiNWFiNGM2ZmQyOTZmNTBkMTE1OGI1NzhmMGM3ZWJjYSIsInZlcnNpb24iOjF9._yP8hC7siIQkSG8-R9RLlIYqqyh8sobk-jN1-QELU0iv9VS54df_7nNPy8hGUVx-TAntaIeFyQ8DLVcM_vVDDw
 ---
 
 # XLM-roBERTa-large-it-mnli