Modified-BiomedNLP-PubMedBERT-base-uncased-abstract-BioRED-Dis-320-8-10

eval_results.txt

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+eval_loss = 0.00014373596059158444
+eval_precision = 0.9989816700610998
+eval_recall = 1.0
+eval_f1 = 0.999490575649516
+eval_runtime = 22.6525
+eval_samples_per_second = 50.899
+eval_steps_per_second = 6.401
+epoch = 10.0

pytorch_model.bin

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runs/Jul12_16-19-58_cascade-085.cluster/events.out.tfevents.1657635617.cascade-085.cluster.25898.0

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+size 6150

runs/Jul12_16-19-58_cascade-085.cluster/events.out.tfevents.1657637411.cascade-085.cluster.25898.2

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special_tokens_map.json

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+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

test_results.txt

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+test_loss = 0.14371830224990845
+test_precision = 0.6659064994298746
+test_recall = 0.6389496717724289
+test_f1 = 0.6521496370742602
+test_runtime = 21.9572
+test_samples_per_second = 50.735
+test_steps_per_second = 6.376

tokenizer_config.json

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