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test-bert-base-banking77

Text Classification
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bert
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text-embeddings-inference
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2

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

#1
by autoevaluator HF Staff - opened
base: refs/heads/main
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from: refs/pr/1
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: test-bert-base-banking77
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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: 0.9307471722060918
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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: test-bert-base-banking77
11
  results:
12
  - task:
 
13
  type: text-classification
14
+ name: Text Classification
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  dataset:
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  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: 0.9307471722060918
24
+ 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.eyJoYXNoIjoiZTM0ZTdlMTEyZDdmYjlkMDYxNTBhZWZhM2RhNGU4ZTQ1M2FkYTA0ZWY0YTQ5NGI2ZGI3MzYxN2U4NzU4ZDQ4MyIsInZlcnNpb24iOjF9.t08jN9Qz_SSJgwdiGsppTTUFLSyRBkzCJt9CVdlSqc5h0rLnZgbVufOsnHI25Tm8-Rm3qB6T7SbX5ferq580BQ
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+ - type: f1
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+ value: 0.9307471722060919
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+ name: F1 Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTc4YmJhN2NmMDVkZWFjNDYxZDkwNDVhOGYwNGU5MTBlN2IxNjI2ZDE0MjlmYjhjYmFjNTJjMDAyNWIwOTgwOCIsInZlcnNpb24iOjF9.fqkSUE1FVWpktTMPGaK6ZzaxFMwLe9iNxnLK17IcrPy0Z-qmBUTdVWh0EWR6q0D9nLKU8R473dnjXRZItC7jAg
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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.eyJoYXNoIjoiZWMzOWYyYWYxNzQyZjQzMmEzNGJjNGEyZjA1ODIzZWZjYjg5NTZlZjg3OWRlM2ZmMmQ3MTRhMmM4MzY2OGI4MCIsInZlcnNpb24iOjF9.mj4Aq3ghwmSF6PRNjWE0LZExreSXnUTHZH439Oli07aTQ88fneWEQGJPpQdcF3QbU4qZkza3AuZafnp22N1dAQ
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+ - type: f1
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  value: 0.9307471722060918
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+ name: F1 Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDU1ZWE5ZGQ0NDZjNzgwMDViNTA1NTljNjcwN2I0ZTJhYzU5NTI3NGM5MTVhMTI3NzZlOWM4YTJmMWU2Y2U2MSIsInZlcnNpb24iOjF9.AqnMi5aFj3TUVhRFYov4mxIf8UDZen_mM-zckwhJknZMSCdIMV7mCAr7jdf6sITfxboRMbRRkEw3YwTM-HBNAw
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+ - type: precision
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+ value: 0.9341498488099387
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+ name: Precision Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODc0N2I4MGZjNGZiYTBiNjNjODg5NTRlMjY4ZDA5N2Y0NzhiOWQ5ZTY0OWQxNzQzMmJmMTA5ZTc5YWM3Mjg0YyIsInZlcnNpb24iOjF9.XkgYp66UTQWgRanoiBx-2RDklSkxvq_rbq35peSV0oNcumnM9O6FPGg7CxG3eFXqmVu6vUSoEds1a-h8JY6EAg
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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.eyJoYXNoIjoiMDQxZmFlNjBjYjI4ZGZmNzQyYzA3M2YwZWEzNmFjOTExNjIwYmU1YzQxMjMxYTg4OWJlMTUyODc1MzIxMTI1ZCIsInZlcnNpb24iOjF9.vMoc6hUWTARBt8lswWhRlB7VRgh63HvndvWvLrsx0KgsLwf5P7l2v7YI4VzKQuaExHPYKP4dQqyQsPwaK6nrCw
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+ - type: precision
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+ value: 0.9341498488099383
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+ name: Precision Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzFmOWZmN2U1MmViYWU3OWY2YThhYWU5Yzg0MzBjMTlmNTljNjQ0ODUzY2RkNzQzNzFhODM5MjkzMjM5YjczMSIsInZlcnNpb24iOjF9.OMGuEPM69TbMV_kCP2Pc9tPvgxqrPZhcTeAlN6sGHNYE8ABp6FDNI4KhJkLjPGlRkxHQa0LGuDLyaF3ZQoZiAg
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+ - type: recall
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+ value: 0.9308441558441556
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+ name: Recall Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjY2NGRjYzM4YzNlMWQ5NzdkOTM2MGNjZmM1ODgzODVkN2JhZTRkODE1ZjVkNWZhM2ViMjIwMmYzNGZiZjcyOSIsInZlcnNpb24iOjF9.zU_VwdZ6gtDnw_hU8d1n4PZPM9spKjNxfyvKbuMjLhazeGQdKL1MHO-iE6Azf-oKUFW-EYknFQtfUOb3yf0tCQ
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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.eyJoYXNoIjoiZDEyOWFlODk1OGMwZjliNjEzZmU5MjFhY2Y0MzhlZjc1ZGQxN2M2OTNlOGVlOTUyMTg0Yzc3ZDZhOWY4NTU5ZSIsInZlcnNpb24iOjF9.8adEXv-AFcZt9l_iLz8y8lnV5NhjwCjquJFDXxzVSPCAaTY3A4pY_bizCcuJRYJ1vSn9r1FuWMF-i3IcXYeaBQ
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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.eyJoYXNoIjoiZTNmYzZiZjE5Y2VkYmYwNzA2YmQyYjA1YjZmZjgzNmQ3MzE5MzFlY2JkMjMxZmMyZGNmODM5NTNjN2FlZGJiNCIsInZlcnNpb24iOjF9.Vp-bJw2wu7L28mmmyBonppxeKzt6gGrYBdKGcODERO-K6W7irBDvN52pbzi7e8ZiOBvKFOcw_zbkNWacT9xsCw
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+ - type: loss
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+ value: 0.2827721834182739
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNThiYzMzYzVmMTIzZDU3ZTM4NzRmOGE5OTk5MzJmYTYwY2Y5ZjRjNzZmNzhkZWZjMzlmZDRiM2MyMWMyZjg3NiIsInZlcnNpb24iOjF9._BHTKVFr7-_nULYWfZjt6L36cBAwi_l86o1ldEt8mIgrdApsrp74dvASQp3aITgyg7Tv5XDnuMBRWOCGqTxQCQ
80
  ---
81
 
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You