Modified-BiomedNLP-PubMedBERT-base-uncased-abstract-BioRED-CD-128-32-30

eval_results.txt

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+eval_loss = 6.566482625203207e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 8.5174
+eval_samples_per_second = 135.371
+eval_steps_per_second = 17.024
+epoch = 30.0

pytorch_model.bin

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runs/Jul13_18-54-50_cascade-032.cluster/events.out.tfevents.1657731342.cascade-032.cluster.20903.0

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+size 5627

runs/Jul13_18-54-50_cascade-032.cluster/events.out.tfevents.1657732996.cascade-032.cluster.20903.2

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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 = 0.14039434492588043
+test_precision = 0.8576368876080691
+test_recall = 0.8947684906794949
+test_f1 = 0.8758092995879929
+test_runtime = 8.3323
+test_samples_per_second = 133.697
+test_steps_per_second = 16.802

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"}