Original_BioBERT_NCBI-Disease

eval_results.txt

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+eval_loss = 5.0382303015794605e-05
+eval_precision = 0.999673309376021
+eval_recall = 0.999346832135859
+eval_f1 = 0.9995100440960314
+eval_runtime = 16.2404
+eval_samples_per_second = 155.846
+eval_steps_per_second = 19.519
+epoch = 20.0

pytorch_model.bin

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runs/Jun09_15-21-14_cascade-031.cluster/events.out.tfevents.1654780896.cascade-031.cluster.10924.0

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+size 6549

runs/Jun09_15-21-14_cascade-031.cluster/events.out.tfevents.1654783855.cascade-031.cluster.10924.2

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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 = 0.15659014880657196
+test_precision = 0.8291286178610122
+test_recall = 0.8469565217391304
+test_f1 = 0.8379477553574222
+test_runtime = 32.0963
+test_samples_per_second = 157.806
+test_steps_per_second = 19.753

tokenizer_config.json

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+{"do_lower_case": true, "do_basic_tokenize": true, "never_split": null, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12", "tokenizer_class": "BertTokenizer"}