Modified-BiomedNLP-PubMedBERT-base-uncased-abstract-BioRED-Dis-512-5-30

eval_results.txt

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+eval_loss = 1.6784048284534947e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 33.5447
+eval_samples_per_second = 34.372
+eval_steps_per_second = 4.323
+epoch = 30.0

pytorch_model.bin

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runs/Jul12_11-02-10_cascade-035.cluster/events.out.tfevents.1657616549.cascade-035.cluster.5167.0

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runs/Jul12_11-02-10_cascade-035.cluster/events.out.tfevents.1657625326.cascade-035.cluster.5167.2

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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 = 0.09054451435804367
+test_precision = 0.8423280423280424
+test_recall = 0.8708971553610503
+test_f1 = 0.8563743948359333
+test_runtime = 32.1846
+test_samples_per_second = 34.613
+test_steps_per_second = 4.35

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": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract", "tokenizer_class": "BertTokenizer"}