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README.md
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# albertmartinez/bert-multilingual-sdg-classification
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This model (BERT) is for classifying text with respect to the United Nations sustainable development goals (SDG).
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# albertmartinez/bert-multilingual-sdg-classification
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This model (BERT) is for classifying text with respect to the United Nations sustainable development goals (SDG).
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### Training results
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| epoch | eval_loss | eval_accuracy | eval_precision | eval_recall | eval_f1 |
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|:-----:|:------------------:|:------------------:|:------------------:|:------------------:|:------------------:|
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| 1 | 0.932697594165802 | 0.7336408412164803 | 0.7360917875267202 | 0.7336408412164803 | 0.7251914694909984 |
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| 2 | 0.7605898976325989 | 0.777343444609491 | 0.7831176862515112 | 0.777343444609491 | 0.777992037469195 |
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| 3 | 0.7255606651306152 | 0.7918849190837307 | 0.7922937492519824 | 0.7918849190837307 | 0.7897436793752113 |
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| 4 | 0.7620322108268738 | 0.782581502619029 | 0.791463371337951 | 0.782581502619029 | 0.7836557631495363 |
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| 5 | 0.7925569415092468 | 0.7989211164099758 | 0.7987793726148532 | 0.7989211164099758 | 0.7976319242111907 |
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| 6 | 0.8901194930076599 | 0.8008756156672661 | 0.8026922096228485 | 0.8008756156672661 | 0.7999251604304751 |
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| 7 | 0.9644309878349304 | 0.797044797122977 | 0.7998531076533889 | 0.797044797122977 | 0.7979133030034837 |
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| 8 | 1.0754749774932861 | 0.8050973340630131 | 0.8031314135784893 | 0.8050973340630131 | 0.8026788633046699 |
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| 9 | 1.1106163263320923 | 0.8066609334688453 | 0.806263013139723 | 0.8066609334688453 | 0.8061921653404509 |
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| 10 | 1.1396784782409668 | 0.8066609334688453 | 0.8056981354865757 | 0.8066609334688453 | 0.8059943909432397 |
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