Modified-BlueBERT-BioRED-Chem-512-5-30

eval_results.txt

@@ -0,0 +1,8 @@
+eval_loss = 1.2035429790557828e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 30.2389
+eval_samples_per_second = 38.13
+eval_steps_per_second = 4.795
+epoch = 30.0

pytorch_model.bin

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runs/Jul07_17-10-18_cascade-105.cluster/events.out.tfevents.1657206647.cascade-105.cluster.23863.0

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+size 14433

runs/Jul07_17-10-18_cascade-105.cluster/events.out.tfevents.1657215203.cascade-105.cluster.23863.2

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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

@@ -0,0 +1,7 @@
+test_loss = 0.051403503865003586
+test_precision = 0.9214285714285714
+test_recall = 0.8611481975967957
+test_f1 = 0.8902691511387163
+test_runtime = 28.9037
+test_samples_per_second = 38.542
+test_steps_per_second = 4.844

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"}