Modified-microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-BioRED-Chem-512-5-30

eval_results.txt

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+eval_loss = 9.047201956491335e-07
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 29.1184
+eval_samples_per_second = 39.597
+eval_steps_per_second = 4.98
+epoch = 30.0

pytorch_model.bin

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runs/Jul08_17-57-26_cascade-003.cluster/events.out.tfevents.1657295869.cascade-003.cluster.15553.0

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runs/Jul08_17-57-26_cascade-003.cluster/events.out.tfevents.1657304282.cascade-003.cluster.15553.2

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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 = 0.13330823183059692
+test_precision = 0.8
+test_recall = 0.6034712950600801
+test_f1 = 0.6879756468797565
+test_runtime = 28.1137
+test_samples_per_second = 39.625
+test_steps_per_second = 4.98

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"}