OriginalBiomedNLP-bluebert_pubmed_uncased_L-12_H-768_A-12-BioRED_Dis-256-16-5

eval_results.txt

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+eval_loss = 0.0005906815058551729
+eval_precision = 0.9959266802443992
+eval_recall = 0.9969418960244648
+eval_f1 = 0.9964340295466123
+eval_runtime = 16.7227
+eval_samples_per_second = 68.948
+eval_steps_per_second = 8.671
+epoch = 5.0

pytorch_model.bin

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runs/Jul13_22-13-49_cascade-052.cluster/events.out.tfevents.1657743269.cascade-052.cluster.31526.0

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runs/Jul13_22-13-49_cascade-052.cluster/events.out.tfevents.1657743878.cascade-052.cluster.31526.2

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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 = 0.06463053077459335
+test_precision = 0.8057553956834532
+test_recall = 0.8577680525164114
+test_f1 = 0.830948595654478
+test_runtime = 16.2135
+test_samples_per_second = 68.708
+test_steps_per_second = 8.635

tokenizer_config.json

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