Original-scibert_scivocab_cased-BioRED-CD-512-5-30

eval_results.txt

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+eval_loss = 2.7843200314237038e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 28.9376
+eval_samples_per_second = 39.844
+eval_steps_per_second = 5.011
+epoch = 30.0

pytorch_model.bin

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runs/Jul11_16-52-46_cascade-114.cluster/events.out.tfevents.1657551188.cascade-114.cluster.8695.0

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runs/Jul11_16-52-46_cascade-114.cluster/events.out.tfevents.1657559665.cascade-114.cluster.8695.2

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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 = 0.20288722217082977
+test_precision = 0.834319526627219
+test_recall = 0.8478653036680698
+test_f1 = 0.8410378765284819
+test_runtime = 27.8372
+test_samples_per_second = 40.018
+test_steps_per_second = 5.029

tokenizer_config.json

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