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bert-base-banking77-pt2

Text Classification
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bert
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2

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

#2
by autoevaluator HF staff - opened
base: refs/heads/main
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from: refs/pr/2
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: 0.9311734343722707
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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: 0.9311734343722707
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+ name: F1
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+ - type: accuracy
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+ value: 0.9308441558441558
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+ name: Accuracy
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWI2NWQ5YmM2NTM0ZmRkNWNmNTEwNWEzZTk4NmYzZGI1NDdiMmMwYjQ3MDdhYjM1NjQzMGY0MTNjY2VhYzVlMiIsInZlcnNpb24iOjF9.TfCsa8zqx0Y4L_w3P39VeVHiZC5voU7Fgnrc_tLErWuXNkLyDq-bUML35f8vXMQg-AJjk4bqTYH3VAvKBZ7JAA
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+ - type: f1
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+ value: 0.9308950029410715
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+ name: F1 Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODdkOWViMGU4NmQyMGQ4NjczMzI0OWYwY2VmN2EyOTZlNjVlYzMxYjkxOTI1NGI2OTYzY2UzN2I5OTQ2NzM3MiIsInZlcnNpb24iOjF9.P0XNL76QzZ7F9r6yDDpLX-D0Gbl6O5aow6_A-uytnbMFQZTo7NyUZuCBvh0VfG5x6QMCL4X4Crqn1NJTZxzqAA
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+ - type: f1
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+ value: 0.9308441558441558
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+ name: F1 Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWNlMzc2Yjc2MWY5OGUxMTYwZGY5ZTk3MTEzMjBhMmFiZWM4MmJmNjc3MDY3ZjA1NTdkYTNiMTg5OWU0ODNmYiIsInZlcnNpb24iOjF9.pgOX-MmThMpEwFKrrGvqTBg0hkwWSMpF2HMXrR_brfPLKSFO77P6F7FAOi6aj-Wd_3Y1Kr0eEuwFTVpZebZsAg
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+ - type: f1
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+ value: 0.9308950029410716
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+ name: F1 Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGNlMDRlOTc3YzBjN2IyZDE2NzZhYjMyZWIzYjFkOTY5N2VjZDY1MjIxYzc2OTAwNDRjZjljZjk3NmRmODViYiIsInZlcnNpb24iOjF9._MqnpQPUGwGm1qLnNI5v28X7E-NU5poQw8624VCUGhucjyj4HbQPXQyN07TxL6CMkZjhweA6EUTpu8whIuteAQ
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+ - type: precision
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+ value: 0.9335975349016483
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+ name: Precision Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGJmYzYwOGY5NDFkYTk1ZmU2YTAzNWJmNDFhOTcxYjkyNGUyMzgzNjg3NDhiY2ExMGE0N2FkOGZjNDE4MzAwNCIsInZlcnNpb24iOjF9.d1ON4n0wz8ac4SEsSzahXfp-p72kBRXpqfZ2BeTHmW-Fz_LW6ORe3cC6XXIabS8Odtl4oPSBJj6cVkfjAFI5AA
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+ - type: precision
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+ value: 0.9308441558441558
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+ name: Precision Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTc4M2ExMDQ4YWZmZmI1Mzg2NTIwY2RkOTUyODA4OGIyYTdjNzA5OGI2MGZhOWNiN2VhYzc4ZmRiMmYyNTNiZCIsInZlcnNpb24iOjF9.Y-BeyFh6Eg_b0Im1T9PoM-MKxZkr_236iYlMLFISY2K5pnYRa2DNvJdy77kWUaCqXNzF3P6gCxx5fq6zPdO6BA
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+ - type: precision
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+ value: 0.9335975349016484
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+ name: Precision Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWI3NDAyZjg5ZDJmODg3MTczZDcwNzRiZTA3NzY0YmNmMzg3ZWQ1MTEwMDYwOWY2NGMxMWI4ODhhMzU3OTgwMCIsInZlcnNpb24iOjF9.QeDOz4wAW_MFyY9iMAcX6uBWjXA2Pvtnw4SXOKXaqrhrK0i4PFdICSaL5BwEphRvzS9kkg7KXKFd0NCxG_XCDQ
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+ - type: recall
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+ value: 0.930844155844156
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+ name: Recall Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGMxNWM0N2VhOTQ5OTg5ODUyNWNjZjQwNmY4MTdjNWM2ZGVlMDkzYjlkYzhlY2U3ZDUxODNjMzMxNzVhOGNhZiIsInZlcnNpb24iOjF9.mj-4bcIZfa-rQl_oNHBY5h7EPPhdNZnbtQILToHZX8Q48X0pr2J2tYufzF9IYo5ALp_SKFE4TBoNKsVxXG3HDQ
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+ - type: recall
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+ value: 0.9308441558441558
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+ name: Recall Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDU2MzQ3ZTEyZDQ4ZjVkM2FhZGE4MTYxOTMwOTZmNGEyZWQ1Mjc1NjMwODNmZmU3MGFhMGIwMmYzODMyNmUzZiIsInZlcnNpb24iOjF9.EU4rTzibAgbs1lb7ScKJ_qn8DTkUmd9KBCy16a8QClDU0Dg_NmiEnyJZ_7q9joepzQiFw1pfJmVwY6ETF_IYBw
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+ - type: recall
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+ value: 0.9308441558441558
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+ name: Recall Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjFhZmY3ZmUwZDAyMzEzZjhlNjAwMDhjZTAzNmVmOTQ3NjVkZTY5YzU3ZTBlMjQzMDQxOGRlY2ZiMjFhNmVkNSIsInZlcnNpb24iOjF9.20WZVIETmsV5ervv4GLiNLaf0SWInHjGW9v7vBVkOFccm98hNHGiCpbSBDqWHGvXGckuh1B6bpdp0wkPr45YBQ
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+ - type: loss
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+ value: 0.28434908390045166
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDZjMDU3ZWQ0ZWNhYjE3Mjg4NGMxM2Q5ODhlYWE4ZTc1YmExYTExMmVkNmQ4NGJhZGM3N2Y0NzI0YjQ5NmI0OSIsInZlcnNpb24iOjF9.wB9AEZE-lQm_EE9411lfOz-xRogbIqbY7_QedNLIppP5bhE_NosSqS930YA8lWhFguDxJsUJmfy3jIWC5QWOBA
80
  ---
81
 
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You