Modified-scibert_scivocab_cased-BioRED-CD-512-5-30

eval_results.txt

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+eval_loss = 2.763412794593023e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 28.3806
+eval_samples_per_second = 40.626
+eval_steps_per_second = 5.109
+epoch = 30.0

pytorch_model.bin

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runs/Jul11_15-38-57_cascade-001.cluster/events.out.tfevents.1657546772.cascade-001.cluster.39004.0

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+size 14553

runs/Jul11_15-38-57_cascade-001.cluster/events.out.tfevents.1657555169.cascade-001.cluster.39004.2

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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 = 0.20371268689632416
+test_precision = 0.8408408408408409
+test_recall = 0.8418520745640409
+test_f1 = 0.8413461538461539
+test_runtime = 27.2974
+test_samples_per_second = 40.81
+test_steps_per_second = 5.129

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"}