Original_BioBERT_NCBI-Disease

eval_results.txt

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+eval_loss = 0.0014312607236206532
+eval_precision = 0.9951012410189418
+eval_recall = 0.9951012410189418
+eval_f1 = 0.9951012410189418
+eval_runtime = 63.4842
+eval_samples_per_second = 39.868
+eval_steps_per_second = 4.993
+epoch = 5.0

pytorch_model.bin

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runs/Jun09_15-14-14_cascade-017.cluster/events.out.tfevents.1654780478.cascade-017.cluster.22537.0

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runs/Jun09_15-14-14_cascade-017.cluster/events.out.tfevents.1654784313.cascade-017.cluster.22537.2

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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 = 0.1252700239419937
+test_precision = 0.8176022391540974
+test_recall = 0.831304347826087
+test_f1 = 0.8243963624960804
+test_runtime = 127.2784
+test_samples_per_second = 39.795
+test_steps_per_second = 4.981

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": "dmis-lab/biobert-base-cased-v1.1", "tokenizer_class": "BertTokenizer"}