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minilm-finetuned-emotion

Text Classification
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4

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

#1
by autoevaluator HF staff - opened
base: refs/heads/main
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from: refs/pr/1
Discussion Files changed
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Files changed (1) hide show
  1. README.md +67 -3
README.md CHANGED
@@ -10,16 +10,80 @@ model-index:
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  - name: minilm-finetuned-emotion
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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: emotion
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  type: emotion
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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: 0.9117582218338629
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
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  - name: minilm-finetuned-emotion
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  results:
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  - task:
 
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  type: text-classification
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+ name: Text Classification
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  dataset:
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  name: emotion
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  type: emotion
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  args: default
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  metrics:
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+ - type: f1
 
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  value: 0.9117582218338629
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+ name: F1
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+ - task:
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+ type: text-classification
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+ name: Text Classification
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+ dataset:
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+ name: emotion
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+ type: emotion
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+ config: default
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+ split: test
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+ metrics:
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+ - type: accuracy
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+ value: 0.9135
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+ name: Accuracy
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGUyODMzMjBmZWE4M2Y3OTRkOThhYjY5MGNiNzc3YTVhMjhjYWU5Nzc3Y2I2ZmM3ZmY4MTg5Mjg5ZWQyNjRjMSIsInZlcnNpb24iOjF9.fg4k9vFS45061Sfds1QysUVXohn78EA67kFdR9dS3mD6YEivYvJJhtg-HxwB85tCK3HKG9kJ8fZDBZpl80VHBQ
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+ - type: f1
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+ value: 0.8605041780075561
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+ name: F1 Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzU1MjAyYTNiYWQ3YmIzMjM1YWY0YTliNDA3NzkwZGM4NzIwMTI0OGE1MGFjNDZmZTgxMGMyYjE5Yjk0ZWI2OSIsInZlcnNpb24iOjF9.tvCoRtiOJZK-aj1NTguVTgalYv7dpr53HltxIaHSK8RYiOGTtTPWyoD2S6HNr6TcyG_xpiAGSvAX8aPB7BrPAA
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+ - type: f1
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+ value: 0.9135
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+ name: F1 Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGZiZDczYzA3ZTlhYzhmY2U0MjU1NTQyNjUzMDQ4MzNjNDE5YmFjMzVlNDA3ZDE5ZGQ1ZDM4ODk2MDBhMGRkOSIsInZlcnNpb24iOjF9._jIY8LU8dEQtvxfWkFEZqwGCdnz2T7GFAOVIj2yonoQkRc49gUhjPuwVjW_0B4N420omnCc6HaNEgEdf9MvICw
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+ - type: f1
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+ value: 0.9137710447678835
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+ name: F1 Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTEzZTA2MWZlMTVkMWEwZTU5YzBhZjE5MmVjM2RhNGQ0NzFmNmQ0NTg1Njk5OGU3OWNmODhjNDZmMzdkNzk2MCIsInZlcnNpb24iOjF9.nuj-Ek1A_ol3VHdTMUfSr91PNQ_SA7XkIXplIRVg-f77DpUChzvxZPfGYo8Epvz8F5KNW7NKEZI-DWxhgftRDg
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+ - type: precision
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+ value: 0.8837842447434209
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+ name: Precision Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTcxODM5NWY0Yjk4NjNhOWYyNjhhMWE2MGE2MjBjMmQxZjkxMmVlM2JiMTkxMTRmZTU5Zjk5YzM3NmZjOTJmNSIsInZlcnNpb24iOjF9.FSHEuPvH2dVPlmeXrTb5UbVNCuHzo_nOwMS644pPC12VhguiPPFoYX9VzNf7i_yG5bRK6rvo3gGu8kbQpm6qCg
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+ - type: precision
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+ value: 0.9135
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+ name: Precision Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTM5ZjVkYmMxYjQ4NWNkOTZhZjgwYzVjNDFjOTQxZGU5YTQ0YzVjNTJlMGQyOGIyYzgzN2MyODA3ZTRmNmMyZSIsInZlcnNpb24iOjF9.yo1fZWoORSRyrpuEwHqe2qEW_c50ljfMHN0QonCjP2dtjcVMj7vK8_AsT6jLNK2fts9zC2D_Mrx0pJKtxV8MDg
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+ - type: precision
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+ value: 0.9214108255847144
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+ name: Precision Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmFkZjllYTZkMzkxOTVjYmRkMjgzM2ZjYzZmMWI3YWQ0ZDliMWI2YTJiODdiZmQ0MTU0NjMzZWJlNjUyODYyNyIsInZlcnNpb24iOjF9.In5jOw4QujbpBv3RRnxwuyDE9TwvWqgqV5W-3zgB5vUUimjYCF7DGePyEYW1UGu1VZ8p7GvX2VYkR-d84y72Cg
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+ - type: recall
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+ value: 0.8615717630413814
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+ name: Recall Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDkyNWNlMTA3MjEzNDBmYWIxYjg1MDJmNjdhNTA0YWUwMDg5NTAzNzE5ZmM3OTdkNDc5ZTQxYTRhYTE2NzAyOCIsInZlcnNpb24iOjF9.ilrr0PKUcVwUUT3ouhurmZpB3F_xv-5bZlNiYGtZbR0CrKUlp2nXWYvt9bda7V6WIY2VHirQ6n_n5Q9eZrN2AA
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+ - type: recall
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+ value: 0.9135
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+ name: Recall Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWMyOGJkNmY5OWI5YTk3NDY4ZGU4OTNkYzRkMDM5YjBhYWM4OWYyNWIwMmUyNDBkZWI3OGFmMjM1ZDI4NjIwNyIsInZlcnNpb24iOjF9.gRhGm18KDj9G2iC097Y8qhnMFryrfuMZROGce-eQTkeeogA1jYMq-iYge5wXkDyNFANe7K7Tgl07uLOFYDXoCQ
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+ - type: recall
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+ value: 0.9135
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+ name: Recall Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGQ1MzgxMGIzYmI5Njc2N2VjYTVlNWIzYmQ1MmRmYTc4YmI0NGM0MWZmOGZkZTkyMDM3OWJhMDNiZjE2ZDY2ZCIsInZlcnNpb24iOjF9.CeoluasKQgxZ2xj6DLE3XboZTNmVl1-ArG_f5Chw-eM8QhcyrIhTfCbzqX5bCop3OAccUQRXzAOjao1DAMblDQ
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+ - type: loss
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+ value: 0.3407318592071533
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGU2ZTVhZjFlZDU5NmM0NWE4ZWEzMjZjY2QwOWMxZWVkYmMzZjU3NmY0N2MwOWM4OTFkODY0MTE4NzliNGZhMiIsInZlcnNpb24iOjF9.A2VEIKr0YfKr6IJfMbtCLTKrY724QxFJ-bx4ZAJS4lG087Zl2ngjEZhsHEArvCWygaMt9nS9Eu07qVs3DeAADA
87
  ---
88
 
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You