Modified-scibert_scivocab_cased-BioRED-CD-256-16-5

eval_results.txt

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+eval_loss = 0.0003543540369719267
+eval_precision = 0.9994435169727324
+eval_recall = 0.9977777777777778
+eval_f1 = 0.9986099527383931
+eval_runtime = 16.2877
+eval_samples_per_second = 70.79
+eval_steps_per_second = 8.902
+epoch = 5.0

pytorch_model.bin

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runs/Jul13_14-15-49_cascade-059.cluster/events.out.tfevents.1657714574.cascade-059.cluster.9860.0

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runs/Jul13_14-15-49_cascade-059.cluster/events.out.tfevents.1657715175.cascade-059.cluster.9860.2

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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 = 0.10552974790334702
+test_precision = 0.8220436280137773
+test_recall = 0.8610944076969332
+test_f1 = 0.8411160058737152
+test_runtime = 15.6914
+test_samples_per_second = 70.994
+test_steps_per_second = 8.922

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": "allenai/scibert_scivocab_cased", "tokenizer_class": "BertTokenizer"}