bertweet-base_wnut17_ner / all_results.json
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WNUT 17 training
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{
"epoch": 21.0,
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"train_corporation_f1": 0.9816971713810316,
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"train_overall_f1": 0.9778966131907308,
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"train_person_f1": 0.9893795416433762,
"train_product_f1": 0.9455337690631808,
"train_runtime": 16.7057,
"train_samples_per_second": 203.164,
"train_steps_per_second": 12.75,
"validation_corporation_f1": 0.3103448275862069,
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"validation_overall_f1": 0.6354978354978356,
"validation_overall_precision": 0.6636528028933092,
"validation_overall_recall": 0.6096345514950167,
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"validation_runtime": 6.5808,
"validation_samples_per_second": 153.325,
"validation_steps_per_second": 9.725
}