Originalbiobert-v1.1-BioRED-CD-128-32-30

eval_results.txt

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+eval_loss = 5.916547524975613e-05
+eval_precision = 0.9994447529150472
+eval_recall = 1.0
+eval_f1 = 0.9997222993612885
+eval_runtime = 9.2462
+eval_samples_per_second = 124.699
+eval_steps_per_second = 15.682
+epoch = 30.0

pytorch_model.bin

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runs/Jul13_19-05-43_cascade-040.cluster/events.out.tfevents.1657731974.cascade-040.cluster.32736.0

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runs/Jul13_19-05-43_cascade-040.cluster/events.out.tfevents.1657733743.cascade-040.cluster.32736.2

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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 = 0.38465774059295654
+test_precision = 0.6776406035665294
+test_recall = 0.5941070354780517
+test_f1 = 0.6331304069208585
+test_runtime = 8.9312
+test_samples_per_second = 124.731
+test_steps_per_second = 15.675

tokenizer_config.json

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