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bert-base-banking77-pt2

Text Classification
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PyTorch
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bert
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3

Add evaluation results on the default config and test split of banking77

#3
by autoevaluator HF staff - opened
base: refs/heads/main
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from: refs/pr/3
Discussion Files changed
+58
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Files changed (1) hide show
  1. README.md +58 -3
README.md CHANGED
@@ -10,8 +10,8 @@ model-index:
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  - name: bert-base-banking77-pt2
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  results:
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  - task:
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- name: Text Classification
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  type: text-classification
 
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  dataset:
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  name: banking77
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  type: banking77
@@ -19,9 +19,64 @@ model-index:
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  split: test
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  args: default
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  metrics:
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- - name: F1
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- type: f1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  value: 0.9317233921464609
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
26
 
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
10
  - name: bert-base-banking77-pt2
11
  results:
12
  - task:
 
13
  type: text-classification
14
+ name: Text Classification
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  dataset:
16
  name: banking77
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  type: banking77
 
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  split: test
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  args: default
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  metrics:
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+ - type: f1
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+ value: 0.9317233921464609
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+ name: F1
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+ - type: accuracy
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+ value: 0.9314935064935065
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+ name: Accuracy
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjY1YjNmMmU2NjA1MWQzZDFjZGFjNGMyMTI5NDEyZDUxYzVhZGU0ODg2YTVkNjRlMjBiYjMxODhhYTZlNWM0MCIsInZlcnNpb24iOjF9.IUNAxfr2I6Hzlw4lfL2hpRr6l7FjlEw_RRvZ22QWaLZz9UDMjb4AH5TOgdOJC8perX_bNx8FIOmauoAKPxq7BQ
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+ - type: f1
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+ value: 0.9317233921464607
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+ name: F1 Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZThkMzFhMjkxZDQ4ZmUxYWJjMjNjNmI1ZDViMWIwNTBlZDhiY2ZkOTBhYmNmNzY2NDU4N2VkYzJjNWU5NTg4YiIsInZlcnNpb24iOjF9.CAhnot8MNpJs6EXdKRfIkuPsM-xxCF1tiQgsIPyWSKa-oxYUyOAwp2xLVplhs46ieAYae0Oc40wp1G6wbXbtAQ
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+ - type: f1
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+ value: 0.9314935064935065
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+ name: F1 Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDBiYzZjMDQ4Nzc3NTA0NjVjOTg5NDAwNzRkNzgzY2ZlNTQ4MjhiNDJjMDZiZjg1MDg1MWZkYTE2ODFhYmMzZSIsInZlcnNpb24iOjF9.ppMuNFW1HLajj9ekBL1ETTMyIx6juF3_5cDBOFsJc2sXnEBFV8m2eN9nWYdWAikDZndRuW2075qHe7uNmq4OAw
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+ - type: f1
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  value: 0.9317233921464609
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+ name: F1 Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjM2NWJkZmQ4MDQ4NmY5YjcxNDgyMjlkYzczNDNjZTkxZjQ0NWZlMjM2YzUzY2NlOGI0MjYyNWRlZTJkM2RiMCIsInZlcnNpb24iOjF9.e723X-Eg0Rpov7F7nmWp70_GnFpNkLRjo-_sHe0HG_RxABKkun1EBIQWNJANWialb8-OuB3JQxV65lAeEySYAA
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+ - type: precision
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+ value: 0.935331493948515
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+ name: Precision Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTdhYWM0NWM5ZDMwODg1ZjlhZWNjMmIxZjI0ZTk2NjVmYzFkMWVjMzg1NGEyYzAwN2UzZWY4MmYxYmVhNjk0NyIsInZlcnNpb24iOjF9.uEUA0UVZOV5FwpRQSp2Qq3DzHwdbGxJFxicStScMlSkjuHMacnk7ef2IND1jfHSfQuSDe99tUxptXiVkxsnPBw
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+ - type: precision
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+ value: 0.9314935064935065
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+ name: Precision Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGMwMWFhZmFhYmI4NGY2NTBjYTdmMGY1NTQyZTg1YTlhYjdjMjdiNzJiNGJlNjYwZmM1NDVmMTZlMzhkMTViYSIsInZlcnNpb24iOjF9.F6A9SyuZU1-2iQhjDphl6FH7Y82VLf6El80xhkKHF5R4yIt5CuxSys7JGJxG9Czk0cKoKa1jNO4Sa2DsOi-RDw
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+ - type: precision
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+ value: 0.935331493948515
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+ name: Precision Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzcxMDg1MjBmNWViYTdlOGVhZDk0YjI4NzY3ZjUyN2VmNzQ4ZWU0NThjNmQyOTMwZDY4MjJkMDZhZTBiNjQ0ZSIsInZlcnNpb24iOjF9.HtZVD_SLgeGpodpk-47YC7PTq9nm5mqzITdYlTV7qb45vj8ho56uCbTZnckLpqNaVi6v_JOakWLu8w1R9x84AA
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+ - type: recall
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+ value: 0.9314935064935064
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+ name: Recall Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTkwN2Q0Y2IyMDhkMmQ4OWU5NWQwODZhYzIzMjJhZjZhNTA2MGNkZDZjOWYxNGU3MDA1ZWQ0ZTk4YTY0NzdmMSIsInZlcnNpb24iOjF9.yqP7d_wKUZwpEAJMUydtaio3lcKrpmNyW55ff3Vgoyo9St_6u8etZ-0TF6ZRBATGToIFRHMuE5guYpL6m3FCCQ
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+ - type: recall
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+ value: 0.9314935064935065
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+ name: Recall Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODIwZTEyZjNlZGJmOGY1ZjMxNTIwOTFkOWUwMmFkMzc3NWIzNDhkY2VmNjg4NDY4NmNkMzVlYzhkNGM3ZjVkZiIsInZlcnNpb24iOjF9.OTkmGT6RE35MSrJbBoOQ7PWZ1hwmdDaFxFRx8LA5EJ16vrIQwZk0x5BV5HiYHDiPLbWCcNl0h7ZvMQHltKv1Aw
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+ - type: recall
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+ value: 0.9314935064935065
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+ name: Recall Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzgwODVlOGRkMmU4ZmQwMWI2ZmNmMmM5Y2YzMDYwYmZkZjRhZDcwZWZhZGUwMjgxY2Y5OTY5NDk1NmJmMmNlMyIsInZlcnNpb24iOjF9.Sbzw-QrX-iAHjSGUhkD8Nktdm9oDpAxAlSDk5QjRup5Opgw6GV_WkY-b_Bd7ael09Iuz3fRzMW_HmXJNONYRCA
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+ - type: loss
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+ value: 0.29947027564048767
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWViNjEwNTk0NmFiNDZhMTFmM2U0NTFhNzQ0ZWI4YTY2ZGQ4Njk1ZDNmZWY1YjNiODBkMGZkY2ZiMjA2ZDRkYiIsInZlcnNpb24iOjF9.MRAAGw6uHaZmkWVo8AjGxGbOdl1I2NyOfN9ABf_MWMMiOhWKjstczMgiKHAPmA5rYgC3E5DtI44zU-YybO25BA
80
  ---
81
 
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You