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--- |
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language: en |
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tags: |
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- news |
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- classification |
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- mini |
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datasets: |
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- ag_news |
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widget: |
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- text: Israel withdraws from Gaza camp Israel withdraws from Khan Younis refugee |
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camp in the Gaza Strip, after a four-day operation that left 11 dead. |
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model-index: |
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- name: mrm8488/bert-mini-finetuned-age_news-classification |
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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: ag_news |
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type: ag_news |
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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: 0.9339473684210526 |
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name: Accuracy |
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verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGMyMDQ2MWFkMjVmNzI1YjJjNGI4MzVmYjI4YjM4NWJhYTE4NjM1YTU5YmFlNjE4OTM1ODUzMTQzYjkzOWFiNCIsInZlcnNpb24iOjF9.2LUwbHZXya2yH5UQmSJgzwad-k00u4woOKWKDbdgYdxBSeAK_5hxql5E6htJyb10xcqrd6fOMHzPNIboC0N_AA |
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- type: precision |
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value: 0.9341278202108704 |
|
name: Precision Macro |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDQ3MThmNjZkMWUxM2ZkMzk4ZjVkOTIzMDkwN2IwODNkNTMwYjNjZDlhM2VkOWJiMDE0ZGJiZGRhOTJhZTFiNCIsInZlcnNpb24iOjF9.SYSvqyyCO1wX25qDdH7yDa4lB4ZbkPbVDiU7006K-QYG1eQ2ZSaLiYEkPZjnHOP0A1pOKCr1Eu8pyHi61dpeDw |
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- type: precision |
|
value: 0.9339473684210526 |
|
name: Precision Micro |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDdhYThkODVlN2I0ZTBlZmY3ZjBkMGVkZmU0Yjk5NmUzYjA1NWRjZTU1M2FlZDk3NDUyNDhiNjgxZDU2MTcyMyIsInZlcnNpb24iOjF9.GMvGnfrD4KPWlJfbwCSpJ5J-2rhKp9JpULfn9hMA_UIcXAxBvowJ4Jq2TSUACfu0e11ZkHGX9ieInVDaUvaNDA |
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- type: precision |
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value: 0.9341278202108704 |
|
name: Precision Weighted |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWJiNmE1YjhkYmI5ODU5ODI1NjZmOWQ5YTNjMjI0OTZiMWJhNTc5NTkzODc2ZjBmMGQ1M2Y3YTFiOGI4M2Q3ZiIsInZlcnNpb24iOjF9.Rff7RZQBYpghWbMMTOllZD-Hvg0XzHBnu5O-p944wLZDYOdptMQsH5pxMvpHGdMV3ubhywBNmk6LLpWV_SWUBQ |
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- type: recall |
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value: 0.9339473684210526 |
|
name: Recall Macro |
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verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTgxYThiOWMwNDQ1NTFkZDgwZGQ5YWE0ODg5YjFmNDNkZGQzNTAxYjJkNDE1M2Q1MDlhNWRhZjc0Mjc5MGMwOSIsInZlcnNpb24iOjF9.3zmvO72C0JdwsTuQ0JM4AyQ5uI7nzR7WWi_is9biXl8MpWTzfUnhfID5aMm2Ysbmvq_4LQR-8JhoVGMW-42fDw |
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- type: recall |
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value: 0.9339473684210526 |
|
name: Recall Micro |
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verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjJmNmQ1NjBmZDg3NzU1NWY5MjNlZTk1ODUxODE2NjNmNDg4NDM0MjFiNmZhYjc2YjhmYTQ5YTNjZjIwNGQ1YSIsInZlcnNpb24iOjF9.KE63WXvmB98lfKxxSfmefCB2rXWhaUWO-YcOMthGoGXMIB4asizAuu-bhOvXaAyFCzGfGKk8OFvB6r6QzE8MCg |
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- type: recall |
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value: 0.9339473684210526 |
|
name: Recall Weighted |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODE4ZTNhNmZkMTQxMmZjYjZmOTI1NGRmM2U3NTE5NDJhZmRkNThlNjVmOTU0ZTIwMDhkYjk1MzYzMDRhY2JkMiIsInZlcnNpb24iOjF9.B4h2dORHGgtsx-2mDbmyOMQzUNaS0WNKoMwI6kGYfQNVp_X0m6XYPI9mxmOJqugVuzctTgY-Ujk24rwUTc2dBg |
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- type: f1 |
|
value: 0.9339351653217216 |
|
name: F1 Macro |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTVjMWY4MjQ1ZmRhMWRiZTYwZWVkNjBkMTA3OTJkM2NiNWRkZDg2NWZkZTNlODBmODRlYzQ3NGUzNDBjMjQ5MyIsInZlcnNpb24iOjF9.9EEslDwEPYwqKbKHAi2pwKu75t7Upph7v40ZHiQk-n-PDwvCaYfBtwoamMbKyJhoU7NPcX79FUq8cOvN5t_FBA |
|
- type: f1 |
|
value: 0.9339473684210526 |
|
name: F1 Micro |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzYxNDkzNjYwODE4NTlkYWI0M2M2MWEwYmE0ZGQxMGJlY2UzYmE5NTBiMjA0ODY0NzI3MzIzOTFmZGJhOTUwZSIsInZlcnNpb24iOjF9.G25vyEwE1dJQYbxyUmWS_aap56kX3O1nSHOdketgGvDEyWeRLWJSfd1LUN14NUp9YvPabgLPSx2X5CKaOvNNCA |
|
- type: f1 |
|
value: 0.9339351653217215 |
|
name: F1 Weighted |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjlmY2ZkZjMyZjE1YjVlMGNkNmJhZTM5ZjFlMzVjMzNkOWRiZWRjZTBmMTk1YjQwZDgwY2YwNTg2YWViMzkxYyIsInZlcnNpb24iOjF9.7S_zA7SiEnaNm3RQzAv8rT0OHuKeG_EB5YpiGJeSlcKDTDyOYoNL5ZQ2wjsUpx5ofAFkdU2u0RNwEu8pgeHjAQ |
|
- type: loss |
|
value: 0.20814141631126404 |
|
name: loss |
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verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmE2OWY4MjU4ZmY1NTgzN2NmNTcwMjU4NWE0ZWE5YTY5M2EyZmJjMzVkZmQ1OGNlNGJiYWFjYmI2ZThhYmU2MyIsInZlcnNpb24iOjF9.WUB0AhSCxHO1Ji7sL92A4UYA7EhJQQTxgZ4lTwm4mdWAYPYxuQ5UhOL0fZpZfsfqtkym8LdcxPozwIvxSsH1AQ |
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--- |
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# BERT-Mini fine-tuned on age_news dataset for news classification |
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Test set accuray: 0.93 |
