Modifiedbluebert_pubmed_uncased_L-12_H-768_A-12-BioRED-Dis-128-32-30

eval_results.txt

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+eval_loss = 8.360462743439712e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 8.5836
+eval_samples_per_second = 134.327
+eval_steps_per_second = 16.893
+epoch = 30.0

pytorch_model.bin

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runs/Jul13_19-47-46_cascade-050.cluster/events.out.tfevents.1657734497.cascade-050.cluster.9972.0

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+size 5460

runs/Jul13_19-47-46_cascade-050.cluster/events.out.tfevents.1657736151.cascade-050.cluster.9972.2

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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 = 0.07288530468940735
+test_precision = 0.8285123966942148
+test_recall = 0.8774617067833698
+test_f1 = 0.8522848034006376
+test_runtime = 8.4633
+test_samples_per_second = 131.627
+test_steps_per_second = 16.542

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"}