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distilbert-base-uncased-finetuned-emotion

Text Classification
Transformers
PyTorch
Safetensors
English
distilbert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
3

Add evaluation results on the split config and test split of dair-ai/emotion

#3
by autoevaluator HF staff - opened
base: refs/heads/main
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from: refs/pr/3
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Files changed (1) hide show
  1. README.md +64 -0
README.md CHANGED
@@ -29,6 +29,70 @@ model-index:
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  - type: f1
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  value: 0.937890467332837
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  name: F1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # distilbert-base-uncased-finetuned-emotion
 
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  - type: f1
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  value: 0.937890467332837
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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: dair-ai/emotion
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+ type: dair-ai/emotion
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+ config: split
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+ split: test
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+ metrics:
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+ - type: accuracy
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+ value: 0.93
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+ name: Accuracy
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTExYzEzMWNmYTNlYmI0NWNjYTIwMzU3MmUyYmY0ZDZjMjQwOTMzYWMwOTZiY2U4YTA2ZDE0NmM2YzNlMzNkZiIsInZlcnNpb24iOjF9.rwu31KKjXkNu7uVA-vxi4NX8Fd2cJrnAmWbIIt174dmi24nlB56g7IDBfTrGzFdnMzkCuDpLng8pnvXFoN3ZCg
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+ - type: f1
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+ value: 0.8869023464973423
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+ name: F1 Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzI0NjEzNmEwM2VjNTg0MjY2ZmYwZTA0ZGJkOTI2ZWFlNTUxNzA1ZGNkNzNhZGQ1NGZlZTVhZGY4ZGUwZjc5YyIsInZlcnNpb24iOjF9.PLxM2vSrYDzbdKVaK3QqI_J8ujKvTUfpSfQmC-MsHNgTw7329UaiROWhe1bhadQcgNolLgtwlLFhXyR593fGAA
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+ - type: f1
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+ value: 0.93
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+ name: F1 Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDFlMGY1ZDljZTQ3NzI5N2FmNTFkOWY0N2EzNTk5MGZhOWM4MDVkYjQ2NDk1NTU3MWZiMDBhNTc4YWE2MTFkOSIsInZlcnNpb24iOjF9.5wCoKKKKl0p9S0nAN2OuiPe3c9VnBmTHnJjWWdHgBmcbJ2CrVjZzejUXnfpsuaVJSxSmOZfdI6h18z_fQRgqAQ
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+ - type: f1
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+ value: 0.9300315549555708
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+ name: F1 Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjcxNGMyNWE5ODg3MDczMzM5ZjE0YmU3YTRmNTM4MTQwYjhmMDcxOGU1NGU4YTBmZGI5NmM5OTRiY2VhYzQ3ZCIsInZlcnNpb24iOjF9.l1MbXmlI8txam4EttXSOWaIgfN9sKe0ZBKc_TXwWre8DNgPFVwVD4jWeQxlMRC0LtWIL5fIqEdv8qj5DqVz1BQ
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+ - type: precision
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+ value: 0.892405250997362
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+ name: Precision Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjg4Y2U3ODNkZjRkMWQ1YzZjMWUzYWRkOTk1YzJkNmU1NmVkZGNjZDA5NmQzNmVkNDExNzBlZDZiZDg1YWU2YSIsInZlcnNpb24iOjF9.WoctTcjRNIbgZo4pqUQVbKmOc0iudqmqO9ABr043llfHLIWe8ZjMyFek3OBUTgw7wVe35UDNGeRc308OxS7CAQ
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+ - type: precision
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+ value: 0.93
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+ name: Precision Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTczZGUwMTQ1MWY2NGE4YWU0NWU3YjA0MzdhMGUyYWUzYjAxOTgzYmYwNmNhYWIxZTBhODE4YjMyOTc5NDAwYSIsInZlcnNpb24iOjF9.Iy2em6yVS3K4izKHRhnap2RWHgZQ5hup8nmtNVmb7avz5x3HWUnzwAUq_EsWht_7Hf59YUPuWW_xv9EZXZYVDQ
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+ - type: precision
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+ value: 0.9314726605632766
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+ name: Precision Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDljOTNmMjZjNWFkZGQzNTIxNzZhNTRjYTEwN2E0MjdmYWY2MzdjMmUyMzZlZGQzZmFlMDJiNmIxMDUxYTM1MyIsInZlcnNpb24iOjF9.S2ERnUMdG3WZyRIpYY4ZOPPMdy3VvUVcNA3sQ8uij5S-1upDs5DeSxqgXKGggxANkj1lSOda8sDSLYgswTV4DQ
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+ - type: recall
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+ value: 0.8858832612260938
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+ name: Recall Macro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjllMGU4MmRiYjljNDQ0NTEwOGIzOTMzMDI1NThjZDdhYjc0OTNmYTcwODU0ZTNmYjEwOWQ4Mjg0MDAyNjNkOSIsInZlcnNpb24iOjF9.yl3TFQCdTFGGdxbDdTFK4yAY8segyexnvqY0uViW9bEQsfXVgP-lE3veKnsakAKo4HD6nlthHUxtgJLZhYcfAg
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+ - type: recall
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+ value: 0.93
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+ name: Recall Micro
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWZkNDg2YjdiZTMzMDljNWNiMzk0MzQ2MjA0NzBjMzkwMWE3OWI1YTgwNTkxODhjYzFkMjQ2Yjg4ZjkyZDE1ZCIsInZlcnNpb24iOjF9.I76FPjzyPTVxC8w5ZgDOnsGOx1weTzizDujT98WPGO3AnibtlJJJhPeQdBKxe80LGE7QpjLx0e-R9UvjpnJmAQ
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+ - type: recall
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+ value: 0.93
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+ name: Recall Weighted
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGY2ZmI1OWU3YWVjMDM3NjZjNjhlNWZiMDhlMzA3MDU0ZjExYTA5OTA1ZDBjY2YwYTA0NDE2ODY1ZGIwYmU2OCIsInZlcnNpb24iOjF9.9NACQL-gIUD57HmB62GIo5nqJJVy9k_iUo72onHCyfpCa9K0XKhi_UoKJNoV5htumHD2zKKucwUx1p8X17bUAg
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+ - type: loss
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+ value: 0.1600879579782486
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTYzNzkwMWY1ZDMwMTVhN2Y4NDkwNTgyYWNjNjkwMTIwYTNjZjY0N2M0MWM5NjNlNjA3ZWJmY2VhNTQ2MGUyOCIsInZlcnNpb24iOjF9.YYmdyZk5D8B0Fb7M2ysyLBGdSVxGOSgWGfXhz7h0UZaeLijo04IiFQfNWiYNtd_UZ2QcpMeZtkuWdMK8ZHPxBQ
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  ---
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  # distilbert-base-uncased-finetuned-emotion